Calculating the risk/reward ratio - forex-central.net

Former investment bank FX trader: some thoughts

Former investment bank FX trader: some thoughts
Hi guys,
I have been using reddit for years in my personal life (not trading!) and wanted to give something back in an area where i am an expert.
I worked at an investment bank for seven years and joined them as a graduate FX trader so have lots of professional experience, by which i mean I was trained and paid by a big institution to trade on their behalf. This is very different to being a full-time home trader, although that is not to discredit those guys, who can accumulate a good amount of experience/wisdom through self learning.
When I get time I'm going to write a mid-length posts on each topic for you guys along the lines of how i was trained. I guess there would be 15-20 topics in total so about 50-60 posts. Feel free to comment or ask questions.
The first topic is Risk Management and we'll cover it in three parts
Part I
  • Why it matters
  • Position sizing
  • Kelly
  • Using stops sensibly
  • Picking a clear level

Why it matters

The first rule of making money through trading is to ensure you do not lose money. Look at any serious hedge fund’s website and they’ll talk about their first priority being “preservation of investor capital.”
You have to keep it before you grow it.
Strangely, if you look at retail trading websites, for every one article on risk management there are probably fifty on trade selection. This is completely the wrong way around.
The great news is that this stuff is pretty simple and process-driven. Anyone can learn and follow best practices.
Seriously, avoiding mistakes is one of the most important things: there's not some holy grail system for finding winning trades, rather a routine and fairly boring set of processes that ensure that you are profitable, despite having plenty of losing trades alongside the winners.

Capital and position sizing

The first thing you have to know is how much capital you are working with. Let’s say you have $100,000 deposited. This is your maximum trading capital. Your trading capital is not the leveraged amount. It is the amount of money you have deposited and can withdraw or lose.
Position sizing is what ensures that a losing streak does not take you out of the market.
A rule of thumb is that one should risk no more than 2% of one’s account balance on an individual trade and no more than 8% of one’s account balance on a specific theme. We’ll look at why that’s a rule of thumb later. For now let’s just accept those numbers and look at examples.
So we have $100,000 in our account. And we wish to buy EURUSD. We should therefore not be risking more than 2% which $2,000.
We look at a technical chart and decide to leave a stop below the monthly low, which is 55 pips below market. We’ll come back to this in a bit. So what should our position size be?
We go to the calculator page, select Position Size and enter our details. There are many such calculators online - just google "Pip calculator".

https://preview.redd.it/y38zb666e5h51.jpg?width=1200&format=pjpg&auto=webp&s=26e4fe569dc5c1f43ce4c746230c49b138691d14
So the appropriate size is a buy position of 363,636 EURUSD. If it reaches our stop level we know we’ll lose precisely $2,000 or 2% of our capital.
You should be using this calculator (or something similar) on every single trade so that you know your risk.
Now imagine that we have similar bets on EURJPY and EURGBP, which have also broken above moving averages. Clearly this EUR-momentum is a theme. If it works all three bets are likely to pay off. But if it goes wrong we are likely to lose on all three at once. We are going to look at this concept of correlation in more detail later.
The total amount of risk in our portfolio - if all of the trades on this EUR-momentum theme were to hit their stops - should not exceed $8,000 or 8% of total capital. This allows us to go big on themes we like without going bust when the theme does not work.
As we’ll see later, many traders only win on 40-60% of trades. So you have to accept losing trades will be common and ensure you size trades so they cannot ruin you.
Similarly, like poker players, we should risk more on trades we feel confident about and less on trades that seem less compelling. However, this should always be subject to overall position sizing constraints.
For example before you put on each trade you might rate the strength of your conviction in the trade and allocate a position size accordingly:

https://preview.redd.it/q2ea6rgae5h51.png?width=1200&format=png&auto=webp&s=4332cb8d0bbbc3d8db972c1f28e8189105393e5b
To keep yourself disciplined you should try to ensure that no more than one in twenty trades are graded exceptional and allocated 5% of account balance risk. It really should be a rare moment when all the stars align for you.
Notice that the nice thing about dealing in percentages is that it scales. Say you start out with $100,000 but end the year up 50% at $150,000. Now a 1% bet will risk $1,500 rather than $1,000. That makes sense as your capital has grown.
It is extremely common for retail accounts to blow-up by making only 4-5 losing trades because they are leveraged at 50:1 and have taken on far too large a position, relative to their account balance.
Consider that GBPUSD tends to move 1% each day. If you have an account balance of $10k then it would be crazy to take a position of $500k (50:1 leveraged). A 1% move on $500k is $5k.
Two perfectly regular down days in a row — or a single day’s move of 2% — and you will receive a margin call from the broker, have the account closed out, and have lost all your money.
Do not let this happen to you. Use position sizing discipline to protect yourself.

Kelly Criterion

If you’re wondering - why “about 2%” per trade? - that’s a fair question. Why not 0.5% or 10% or any other number?
The Kelly Criterion is a formula that was adapted for use in casinos. If you know the odds of winning and the expected pay-off, it tells you how much you should bet in each round.
This is harder than it sounds. Let’s say you could bet on a weighted coin flip, where it lands on heads 60% of the time and tails 40% of the time. The payout is $2 per $1 bet.
Well, absolutely you should bet. The odds are in your favour. But if you have, say, $100 it is less obvious how much you should bet to avoid ruin.
Say you bet $50, the odds that it could land on tails twice in a row are 16%. You could easily be out after the first two flips.
Equally, betting $1 is not going to maximise your advantage. The odds are 60/40 in your favour so only betting $1 is likely too conservative. The Kelly Criterion is a formula that produces the long-run optimal bet size, given the odds.
Applying the formula to forex trading looks like this:
Position size % = Winning trade % - ( (1- Winning trade %) / Risk-reward ratio
If you have recorded hundreds of trades in your journal - see next chapter - you can calculate what this outputs for you specifically.
If you don't have hundreds of trades then let’s assume some realistic defaults of Winning trade % being 30% and Risk-reward ratio being 3. The 3 implies your TP is 3x the distance of your stop from entry e.g. 300 pips take profit and 100 pips stop loss.
So that’s 0.3 - (1 - 0.3) / 3 = 6.6%.
Hold on a second. 6.6% of your account probably feels like a LOT to risk per trade.This is the main observation people have on Kelly: whilst it may optimise the long-run results it doesn’t take into account the pain of drawdowns. It is better thought of as the rational maximum limit. You needn’t go right up to the limit!
With a 30% winning trade ratio, the odds of you losing on four trades in a row is nearly one in four. That would result in a drawdown of nearly a quarter of your starting account balance. Could you really stomach that and put on the fifth trade, cool as ice? Most of us could not.
Accordingly people tend to reduce the bet size. For example, let’s say you know you would feel emotionally affected by losing 25% of your account.
Well, the simplest way is to divide the Kelly output by four. You have effectively hidden 75% of your account balance from Kelly and it is now optimised to avoid a total wipeout of just the 25% it can see.
This gives 6.6% / 4 = 1.65%. Of course different trading approaches and different risk appetites will provide different optimal bet sizes but as a rule of thumb something between 1-2% is appropriate for the style and risk appetite of most retail traders.
Incidentally be very wary of systems or traders who claim high winning trade % like 80%. Invariably these don’t pass a basic sense-check:
  • How many live trades have you done? Often they’ll have done only a handful of real trades and the rest are simulated backtests, which are overfitted. The model will soon die.
  • What is your risk-reward ratio on each trade? If you have a take profit $3 away and a stop loss $100 away, of course most trades will be winners. You will not be making money, however! In general most traders should trade smaller position sizes and less frequently than they do. If you are going to bias one way or the other, far better to start off too small.

How to use stop losses sensibly

Stop losses have a bad reputation amongst the retail community but are absolutely essential to risk management. No serious discretionary trader can operate without them.
A stop loss is a resting order, left with the broker, to automatically close your position if it reaches a certain price. For a recap on the various order types visit this chapter.
The valid concern with stop losses is that disreputable brokers look for a concentration of stops and then, when the market is close, whipsaw the price through the stop levels so that the clients ‘stop out’ and sell to the broker at a low rate before the market naturally comes back higher. This is referred to as ‘stop hunting’.
This would be extremely immoral behaviour and the way to guard against it is to use a highly reputable top-tier broker in a well regulated region such as the UK.
Why are stop losses so important? Well, there is no other way to manage risk with certainty.
You should always have a pre-determined stop loss before you put on a trade. Not having one is a recipe for disaster: you will find yourself emotionally attached to the trade as it goes against you and it will be extremely hard to cut the loss. This is a well known behavioural bias that we’ll explore in a later chapter.
Learning to take a loss and move on rationally is a key lesson for new traders.
A common mistake is to think of the market as a personal nemesis. The market, of course, is totally impersonal; it doesn’t care whether you make money or not.
Bruce Kovner, founder of the hedge fund Caxton Associates
There is an old saying amongst bank traders which is “losers average losers”.
It is tempting, having bought EURUSD and seeing it go lower, to buy more. Your average price will improve if you keep buying as it goes lower. If it was cheap before it must be a bargain now, right? Wrong.
Where does that end? Always have a pre-determined cut-off point which limits your risk. A level where you know the reason for the trade was proved ‘wrong’ ... and stick to it strictly. If you trade using discretion, use stops.

Picking a clear level

Where you leave your stop loss is key.
Typically traders will leave them at big technical levels such as recent highs or lows. For example if EURUSD is trading at 1.1250 and the recent month’s low is 1.1205 then leaving it just below at 1.1200 seems sensible.

If you were going long, just below the double bottom support zone seems like a sensible area to leave a stop
You want to give it a bit of breathing room as we know support zones often get challenged before the price rallies. This is because lots of traders identify the same zones. You won’t be the only one selling around 1.1200.
The “weak hands” who leave their sell stop order at exactly the level are likely to get taken out as the market tests the support. Those who leave it ten or fifteen pips below the level have more breathing room and will survive a quick test of the level before a resumed run-up.
Your timeframe and trading style clearly play a part. Here’s a candlestick chart (one candle is one day) for GBPUSD.

https://preview.redd.it/moyngdy4f5h51.png?width=1200&format=png&auto=webp&s=91af88da00dd3a09e202880d8029b0ddf04fb802
If you are putting on a trend-following trade you expect to hold for weeks then you need to have a stop loss that can withstand the daily noise. Look at the downtrend on the chart. There were plenty of days in which the price rallied 60 pips or more during the wider downtrend.
So having a really tight stop of, say, 25 pips that gets chopped up in noisy short-term moves is not going to work for this kind of trade. You need to use a wider stop and take a smaller position size, determined by the stop level.
There are several tools you can use to help you estimate what is a safe distance and we’ll look at those in the next section.
There are of course exceptions. For example, if you are doing range-break style trading you might have a really tight stop, set just below the previous range high.

https://preview.redd.it/ygy0tko7f5h51.png?width=1200&format=png&auto=webp&s=34af49da61c911befdc0db26af66f6c313556c81
Clearly then where you set stops will depend on your trading style as well as your holding horizons and the volatility of each instrument.
Here are some guidelines that can help:
  1. Use technical analysis to pick important levels (support, resistance, previous high/lows, moving averages etc.) as these provide clear exit and entry points on a trade.
  2. Ensure that the stop gives your trade enough room to breathe and reflects your timeframe and typical volatility of each pair. See next section.
  3. Always pick your stop level first. Then use a calculator to determine the appropriate lot size for the position, based on the % of your account balance you wish to risk on the trade.
So far we have talked about price-based stops. There is another sort which is more of a fundamental stop, used alongside - not instead of - price stops. If either breaks you’re out.
For example if you stop understanding why a product is going up or down and your fundamental thesis has been confirmed wrong, get out. For example, if you are long because you think the central bank is turning hawkish and AUDUSD is going to play catch up with rates … then you hear dovish noises from the central bank and the bond yields retrace lower and back in line with the currency - close your AUDUSD position. You already know your thesis was wrong. No need to give away more money to the market.

Coming up in part II

EDIT: part II here
Letting stops breathe
When to change a stop
Entering and exiting winning positions
Risk:reward ratios
Risk-adjusted returns

Coming up in part III

Squeezes and other risks
Market positioning
Bet correlation
Crap trades, timeouts and monthly limits

***
Disclaimer:This content is not investment advice and you should not place any reliance on it. The views expressed are the author's own and should not be attributed to any other person, including their employer.
submitted by getmrmarket to Forex [link] [comments]

My experience with forex signals!


Hi my name is D and I have used multiple forex signal providers in the past and I would like to share my experience with the community in the hopes of warning others to wisely pick a signal provider and not burn their hard earned money like I did. ( I know this post is long but please give it a read before you start trading with any signal providers.)
So what made me start following signal providers? I had friends who were trading the forex market by themselves and making profits. I wanted to be like them however I was too impatient. I did not have the confidence to enter trades based on my own analysts as I was still in the learning stages but I still wanted to make some money from forex.
I started my search on instagram to find my first forex signal provider. It was then that I started my year long journey of subscribing to a signal provider and then switching to another one when the previous one was not profitable. (No. I did not switch provider right after a month as I believe every trader has bad months. I had multiple accounts to enter different signals from multiple providers.) After about a year, most of my accounts were down and I told myself I had to put a stop to this senseless burning of money.
I risk 2% for every trade no matter the size of my SL and TP. SL of 20 pips with TP of 40 pips? 2%. SL of 50 pips with TP of 100 pips? 2%. My lot size will just be smaller. Every profitable trader will agree that risk management is everything and is what keeps you in the game in the long run.
Over the many months I have collated the data and managed to pinpoint the exact reasons why my accounts were in a deficit even when the signal provider will show that it was a profitable month. There will be 5 reasons that I will be covering and I hope you take note of each one because if you see a signal provider doing one or more of these, it is a huge red flag that you will not be profitable if you follow it.
  1. Every post is showing off their lavish lifestyle and saying you should quit your 9-5 job
This is a huge huge red flag that the provider is not genuine. Real traders know that forex is not some get rich quick scheme and it takes months, even years of hardwork to start seeing results. They are trying to sell you a dream that you can get rich right away just by purchasing their signal package lol. Looking back, I realise that their analysts was total crap probably because they spent most of their time flexing on their gram. Genuine traders do not have to be such a douche about things as they know the value they offer and do not have to resort to such means to get attention.
  1. Bad risk reward ratio
Risk and reward ratio is everything. If your RR is 1:2. You only need to hit take profit 33% of the time to break even. 1:3? 25%, even better. Any percentage higher and you would be making money. Some signal providers only send trades with RR of maybe 1:1, some even lower than that. This means you have to hit take profit 50% of the time to break even. That is honestly pretty hard to do. So not only do you not make money, you end up losing.
  1. Setting multiple take profits
This is the biggest scam ever and how I was so stupid to not notice it sooner annoys me. Firstly, there is nothing wrong setting multiple take profits to secure some $$ first. However these providers do it in a way that makes it seem their week was profitable while in reality it was not. So let me show you how the maths works. I found an example of one of these trades from a provider I was once subscribed to. ( I have added in the number of pips from entry to save you from the calculations)
BUY XXXXXX NOW @ 1.59650 Sl: 1.59300 (35 pips) Tp1: 1.59822 (17.2 pips) Tp2: 1.60000 (35 pips) Tp3: 1.60200 (55 pips) Tp4: 1.60600 (95 pips) Tp5: 1.61000 (135 pips)
Wow! Looks good doesn't it. Nope it is actually not. Lets break it down. For calculation purposes assume that I risked 5% of my account for the entire trade. I would have to open 5 different positions, each risking 1% of my account. No now lets assume best case scenario and all the trades hit take profit, this is how much account growth I would have in total.
Tp1: 0.49% Tp2: 1% Tp3: 1.57% Tp4: 2.71% Tp5: 3.85%
Total of 9.62%!! Wow not too bad right almost a 1:2 RR. However this is rarely (almost never) the case. In reality it does not often hit TP 5, normally TP 3 and if you are lucky TP 4. In the case of TP 3 your RR would be negative. This factored in with not knowing when to set your SL to entry and having little clue when to actually take profit as TP 4 and TP 5 is unlikely you will be left with a huge drawdown.
So now for the best part. How forex signal providers make it seem that they are profitable. Lets say this trade hits SL, never mind its just a 35 pip loss, dont sweat it. Hits TP3 ... wow! 107 pip gain!!! (17.2+35+55) What a good trade! Yup you risked 5% for a 3% gain, nice one. Now you understand how people get scammed by those forex gurus posting huge pip gains and little losses, PIP GAIN DOES NOT EQUAL PROFITABILITY DO NOT BE FOOLED
  1. Unrealistic RR
Constant signals of RR of 1:4 and higher?? Sign me up please. Yup some providers do this and once the trade is entered they tell you price looks like it is about to retrace blah blah blah and ask you to close it at 1:0.5. A well known forex signal provider still does this but no name shall be mentioned. Worst still etc. you risked 100 pips for "400pips". And the provider celebrates that you caught at least 50 pips! 50 pips is a lot if your risk is maybe 15 pips, but you risked 100? No please that was terrible.
  1. Not caring that different currencies have different pip sizes
For example GBPAUD EURUSD have completely different pip sizes, great you are 60 pips up in GBPAUD and down 45 in EURUSD, still 15 pips in profit! Nope, lets assume you opened 1 lot for each trade, you will be up $410usd for GBPAUD and down $450usd for EURUSD. It is a totaly unnecessary gamble hoping that the trades with a bigger pip value will be up. One way to "counter" this to calculate it such that each pip value is the same. Lets say you want 1 pip to be 1USD, for GBPAUD it will be a 0.145 lot size, for EURUSD 0.1.
These are the reasons why a reliable signal provider is extremely hard to find and instead of earning some money quickly you will find yourself in a hole and in the cycle of changing signal providers. I personally feel it is better to spend your money learning forex and strategies from courses provided online and eventually trade by yourself. The key in forex is patience, having a good risk to reward ratio and full faith in your strategy.
If you have made it this far, I would like to thank you for taking your time to read my first reddit post. I hope you found it informative and please leave some feedback!
Help to share this post to prevent others from being scammed by forex”gurus”!!
submitted by FX_D4N to Forex [link] [comments]

My experience with forex signals.

Hi my name is D and I have used multiple forex signal providers in the past and I would like to share my experience with the community in the hopes of warning others to wisely pick a signal provider and not burn their hard earned money like I did. ( I know this post is long but please give it a read before you start trading with any signal providers.)
So what made me start following signal providers? I had friends who were trading the forex market by themselves and making profits. I wanted to be like them however I was too impatient. I did not have the confidence to enter trades based on my own analysts as I was still in the learning stages but I still wanted to make some money from forex.
I started my search on instagram to find my first forex signal provider. It was then that I started my year long journey of subscribing to a signal provider and then switching to another one when the previous one was not profitable. (No. I did not switch provider right after a month as I believe every trader has bad months. I had multiple accounts to enter different signals from multiple providers.) After about a year, most of my accounts were down and I told myself I had to put a stop to this senseless burning of money. Today , I am proud to say that I am able to trade by myself profitably.
I risk 2% for every trade no matter the size of my SL and TP. SL of 20 pips with TP of 40 pips? 2%. SL of 50 pips with TP of 100 pips? 2%. My lot size will just be smaller. Every profitable trader will agree that risk management is everything and is what keeps you in the game in the long run.
Over the many months I have collated the data and managed to pinpoint the exact reasons why my accounts were in a deficit even when the signal provider will show that it was a profitable month. There will be 5 reasons that I will be covering and I hope you take note of each one because if you see a signal provider, it is a huge red flag that you will not be profitable if you follow it.
  1. Every post is showing off their lavish lifestyle and saying you should quit your 9-5 job
This is a huge huge red flag that the provider is not genuine. Real traders know that forex is not some get rich quick scheme and it takes months, even years of hardwork to start seeing results. They are trying to sell you a dream that you can get rich right away just by purchasing their signal package lol. Looking back, I realise that their analysts was total crap probably because they spent most of their time flexing on their gram. Genuine traders do not have to be such a douche about things as they know the value they offer and do not have to resort to such means to get attention.
  1. Bad risk reward ratio
Risk and reward ratio is everything. If your RR is 1:2. You only need to hit take profit 33% of the time to break even. 1:3? 25%, even better. Any percentage higher and you would be making money. Some signal providers only send trades with RR of maybe 1:1, some even lower than that. This means you have to hit take profit 50% of the time to break even. That is honestly pretty hard to do. So not only do you not make money, you end up losing.
  1. Setting multiple take profits
This is the biggest scam ever and how I was so stupid to not notice it sooner annoys me. Firstly, there is nothing wrong setting multiple take profits to secure some $$ first. However these providers do it in a way that makes it seem their week was profitable while in reality it was not. So let me show you how the maths works. I found an example of one of these trades from a provider I was once subscribed to. ( I have added in the number of pips from entry to save you from the calculations)
BUY XXXXXX NOW @ 1.59650 Sl: 1.59300 (35 pips) Tp1: 1.59822 (17.2 pips) Tp2: 1.60000 (35 pips) Tp3: 1.60200 (55 pips) Tp4: 1.60600 (95 pips) Tp5: 1.61000 (135 pips)
Wow! Looks good doesn't it. Nope it is actually not. Lets break it down. For calculation purposes assume that I risked 5% of my account for the entire trade. I would have to open 5 different positions, each risking 1% of my account. No now lets assume best case scenario and all the trades hit take profit, this is how much account growth I would have in total.
Tp1: 0.49% Tp2: 1% Tp3: 1.57% Tp4: 2.71% Tp5: 3.85%
Total of 9.62%!! Wow not too bad right almost a 1:2 RR. However this is rarely (almost ever) the case. In reality it does not often hit TP 5, normally TP 3 and if you are lucky TP 4. In the case of TP 3 your RR would be negative. This factored in with not knowing when to set your SL to entry and having little clue when to actually take profit as TP 4 and TP 5 is highly you will be left with a huge drawdown.
So now for the best part. How forex signal providers make it seem that they are profitable. Lets say this trade hits SL, never mind its just a 35 pip loss, dont sweat it. Hits TP3 ... wow! 107 pip gain!!! (17.2+35+55) What a good trade! Yup you risked 5% for a 3% gain, nice one. Now you understand how people get scammed by those forex gurus posting huge pip gains and little losses, PIP GAIN DOES NOT EQUAL PROFITABILITY DO NOT BE FOOLED
  1. Unrealistic RR
Constant signals of RR of 1:4 and higher?? Sign me up please. Yup some providers do this and once the trade is entered they tell you price looks like it is about to retrace blah blah blah and ask you to close it at 1:0.5. A well known forex signal provider still does this but no name shall be mentioned. Worst still etc. you risked 100 pips for "400pips". And the provider celebrates that you caught at least 50 pips! 50 pips is a lot if your risk is maybe 15 pips, but you risked 100? No please that was terrible.
  1. Not caring that different currencies have different pip sizes
For example GBPAUD EURUSD have completely different pip sizes, great you are 60 pips up in GBPAUD and down 45 in EURUSD, still 15 pips in profit! Nope, lets assume you opened 1 lot for each trade, you will be up $410usd for GBPAUD and down $450usd for EURUSD. It is a totaly unnecessary gamble hoping that the trades with a bigger pip value will be up. One way to "counter" this to calculate it such that each pip value is the same. Lets say you want 1 pip to be 1USD, for GBPAUD it will be a 0.145 lot size, for EURUSD 0.1.
These are the reasons why a reliable signal provider is extremely hard to find and instead of earning some money quickly you will find yourself in a hole and in the cycle of changing signal providers. I personally feel it is better to spend your money learning forex and strategies from courses provided online and eventually trade by yourself. The key in forex is patience, having a good risk to reward ratio and full faith in your strategy.
If you have made it this far, I would like to thank you for taking your time to read my first reddit post. I hope you found it informative and please leave some feedback!
submitted by FX_D4N to u/FX_D4N [link] [comments]

NEX AMA Answers!

Some of the NEX team went through the questions asked a couple of days ago, but due to the answers being posted sporadically, i thought it might be better collating answers and reposting for visibility!
I highly recommend reading through if you are interested in NEX!
    NEX team marked as
U = u/Unignorant, C = u/Canesin, L = u/Localalhost_coz  
Original post here
Q: What is the NEX marketing plan to grow in terms of a customer base ? And how far is the team away from a finished product? During most of the interviews I noticed the team reference comparison to Binance, how does the interface match binance in a decentralized environment? (u/sheldonbraganza)
(U)We will have a complete product out on TestNet in Q2, and a fully working cross-chain exchange on the NEO and Ethereum networks in Q3.
NEX is marketing to two primary groups of users: (1) Mainstream users who want an easier experience buying altcoins with cryptocurrency. Through our network of banking partners, we will make it easy for anyone in the world to buy tokens on NEO, ETH (and eventually other chains) using their national currencies. (2) Bots and traders: we aim to have best-in-class trading APIs for high performance, computational trading. We will have better and faster APIs than today's centralized exchanges, with the added benefit of these systems running on decentralized networks
The point of our off-chain matching engine tech is to enable the same (or better!) usability as an exchange like Binance, while keeping around the decentralized model. The off-chain engine makes trading just as performant as today's centralized exchanges, and makes it much easier to support the kind of cross-chain trading functionality that has long been a pipe dream for decentralized exchanges. We are very much inspired by other exchanges like Coinbase in this regard, and we will be the first DEX to achieve this.
(C) Just to remember that NEX is also going after costumers that usually are not considered by other exchanges with its features to facilitate peer to peer payments requests, invoicing and tipping/gifts.
Q:Can you elaborate on NEX staking? The whitepaper was fuzzy about it and had terms like "staking percentage". (u/r3dh4r7)
(U) The NEX staking rate will be from 25-75%. Committing to stake for one day gives a rate of 25%, which increases linearly to a rate of 75% if you are willing to stake for 2 years By staking rate, we mean the percentage of revenue you will get from NEX fee collection proportional to the tokens you hold. For example, if you hold 10% of all NEX tokens and are staking at a rate of 75%, then you will receive .10 * .75 = 7.5% of all fee revenue generated by NEX over that period.
We will confirm these details in an updated white paper release coming out today or tomorrow. ~ If you commit for two years, the first year will still be at 75%.
Q:How soon do you introduce Fiat pairs? (u/coinonymous1)
(U) Our network of banking partners will begin to go live in Q2. That means users will be able to enter the ecosystem with national currencies through the NEX extension and web-based exchange interface.
(C) To clarify, this are not direct trading pairs on the exchange itself (i.e. JPY/NEX) but a easy method to on ramp and cashout using the tools. Users will be able to acquire NEO and GAS with fiat and any other tokens traded at NEX will be using the exchange itself.
Q: The chrome extension is great but why should I still rely on desktop to access NEX interface ? When can we expect Iphone/ Android App? (u/cryptobuddy_1712)
(U) We are planning native android/iOS apps. Depending on how fast we can grow, they may be out by Q3.
(C) Mobile presence is a complex topic, depending of how much of the full experience you want to provide - that will depend on the support shown by 3rd party wallets, if they adopt NEX APIs.
Q: Will you guys be supporting Ledger integration any time soon? Nex chrome add-on, Nex exchange integration...?! Plans to list the Nex token on other exchanges before the release of your own? What are the plans to continue supporting Neon wallet now that Nex came out with their extension for chrome? Will Nex exchange introduce fiat deposits/withdrawals? (u/mihai_ss)
(U) Yes, ledger is on the roadmap. We cannot comment on other exchange listings right now. We love and will continue to support Neon wallet (you are speaking to its creator :) as a great desktop wallet and complementary partner to our extension. NEX will support national currencies in/out of the exchange through our network of banking partners.
(C) Not only ledger but hardware wallets in general. Ledger is priority currently given that it is quite popular in NEO. We have to have in mind that NEX is trying to do a lot of different things to make usage easier to new users (that probably don't have a ledger!), there is currently about 96k users of it (more than this sub) so we will focus on fixing the corner cases and issues that appears frequently with such large user base first.
Q:More and more people are using mobile apps for trading. Don't you think nex should also have its own iOS and Android app. Are the API being developed future proof to integrate with mobile apps for trading and seeing candle charts. (u/Cryptobanku)
(U) We agree with the power for mobile, and future proofing the API is 100% on our mind. Longer term, we are planning native iOS/android apps.
Q:So NEX is a security right? What does that mean exactly? The Token only will be available on the neon exchange? In order to get the exchange dividends are we gonna be forced to put our tokens on stake mode? If so, once we put our tokens on stake mode does that mean we are not gonna be able to move them or sell them for a specific period of time? (u/sersimovi)
(U) NEX is a registered European security. It will be traded on NEX exchange, but that is not the only place it will be traded (I cannot say more than that right now). Being a registered security is amazing for investors. It means that all of the sketchy things that so often happen with cryprocurrencies/tokens (things like market manipulation or insider trading) are made explicitly illegal. It also means that we, as a company, go through an extensive audit. For that, we have partnered with the top tier accounting firm Ernst and Young.
The staking model means that you commit to staking your NEX for a certain amount of time to receive a share of fee revenue. The minimum amount of time you can stake NEX is one day. The maximum time you can stake is two years. While staked, you cannot move or sell the NEX tokens.
(C) All that plus the investor don't need to fear it will crash because someone classified it as a security in the future.
Q:When will the official sale date be announced and when will the official tokens per neo be determined? (u/rborsb9)
(L) We are still working with our legal partners to determine a final sale date, but it will be sometime at the end of April. The tokens per Neo/Gas will be determined from the 10 day moving average of the price before the sale begins.
Q:What do you think sets NEX apart from the countless other DEXs that are starting up right now? Why should people invest in NEX vs Switcheo/Etherdelta/Binance(once they release)?
(U) NEX will be the first usable, performant, and cross-chain DEX. Out of all the exchanges you mentioned, none of them are using an off-chain matching engine, which quite simply means none of them can do what we are doing.
In addition to that, NEX has by far the most generous revenue share model of any exchange you have mentioned. This is because we are embracing being a security (not hiding behind some questionably legal utility token). The people who invest in us will be treated very well by this model.
As for competitors: Switcheo unfortunately doesn't work. There is no volume, and the SC is broken (or at least didn't work when I tried it; the transaction failed and it stole the small amount of GAS I tried to trade). Etherdelta has higher volume but still ridiculously low overall. And again, just try to use Etherdelta... it is a usability disaster. There is really no comparison here. Binance might do something interesting, if they decide to do anything. But we have better technical talent than Binance, so I am not too worried.
Q:What % volume neon exchange will support compared with top centralized exchanges? Thanks big neo fan! (u/myfriendbaubau)
(U) We will support just as much volume as today's centralized exchanges.
Q: Will NEX have a stable coin? (u/masi252)
(U) We have looked into various implementations and ideas surrounding stable coins and have determined that it is not something we are planning on doing in the near future.
Cont: What about when Alchemint releases? (u/Bing0to)
(C) We wanted to do a fundamental strong stable coin that was capital efficient. Unfortunately there is some pre-requisites for that to be possible that currently is lacking in crypto markets. We will continue to monitor how this space evolves and our ideas are stored waiting the future when they can be applied.
Q:Can we expect the erc20 token trading earlier than q3? (u/markerizza)
(U) Q3 is the current roadmap projection. It is possible it will happen earlier depending on our growth.
Q: Will the token sale be via smart contract, so that we recieve our tokens right away? (u/Ebrii)
(U) Yes
Q: will you guys have an official subreddit and telegram anytime soon? (u/markerizza)
(U) No, we dislike the idea of project oriented telegrams. There are too many opportunities for scammers. We may have a subreddit in the future, but not anytime soon.
Q: What is the plan to get liquidity on the platform? It seems to be the biggest problem with current DEXs. (u/Mutedtommy)
(U) We have strategic partnerships for this. We are also working with other partners to develop some nice APIs for high performance trading.
Q: On the site you say that the ORIGINAL winners can participate in the second round (9000$) options, do you mean only the first round lottery winners or the first and second round winners combined? (u/FrancoisFrancis)
(U) Any lottery winners (whether first or second draw) have the opportunity to participate in both rounds 1 and 2. Please see this medium post for clarification: https://medium.com/neon-exchange/nex-extension-and-lottery-q-a-667e56f58e4a
Q: If you chose to participate in round 2 from the KYC process, does that mean you are guaranteed a spot? The medium article seems to indicate there will be an additional lottery from those who selected that option to see who from round one is eligible for round 2. (u/DwyerMatt)
No one is guaranteed a spot in round 2. It is even possible (though extremely unlikely) that all NEX is sold out in round one. This would happen if everyone who is selected goes through KYC and participates at 100%. (U)
Q: Will NEX tokens only be tradeable on NEX or is there a chance of it being listed on other exchanges like Binance? (u/Frank_Sinatra88)
(U) See an answer above. Not just NEX, but I can't say more than that right now.
Q: How do you see NEO compare to other coins on its network ? Like another coin could be valued more than NEO itself ? And will NEX always be bound to NEO? (u/BN_Boi)
(U) It is unlikely but possible that a NEP5 token could eventually achieve a higher marketcap than NEO itself.
NEX is not bound to NEO much at all. Our token will live as a NEP5 on NEO, and that is how users will receive staking rewards, but we will support trading very early on Ethereum as well.
(C) Google runs atop of other companies infrastructure (telecom providers), but it is valued more than all of them. The same thing can (and probably will) happen in token land, it will just take a while - when infrastructure becomes less important than applications and platforms atop of it. Like with the internet.
NEX behind the scenes (as the DEX is cross-chain from start) is using NEO capabilities, but the future of both is broad and uncertain. As a long term strategy the NEX company will do what it can to improve its underling technology and remove risk from its business.
Q: Is there a vesting period for the half of available NEX tokens that will not be sold during the ICO? (u/ETHERjimbo)
(U) The founder and employee tokens (25%) will vest over two years.
Q: Whitepaper uses an example $100m in the fee distribution calculation. If NEX is truly a security token and the whitepaper is your prospectus then you must provide further data on fwd looking statements. The NEX token gives the right to fee distribution. Given this you must provide assumption based forecasts on expedited fees over the next 3 years. This will support price discovery. How can the market properly price the token when fee expectations are unknown.(u/nsheahan82)
(C) Fee structure is defined on whitepaper and version v1.1 contains a example section as stated. Version v2.0 (to be released very soon) contains the actual staking portion (25% to 75% linear over two years growth on staking).
Guess work on the volume would in reality be very indigenous, look at volume behavior market wise (https://coinmarketcap.com/currencies/bitcoin/#charts) so much variation. Following the 3 years trend we could say trading volume will be bigger than the world economy, clearly that is not happening.
Q: Would NEX Staking be a 50% or 75% as stated on the whitepaper? (u/GMDaddy)
(C)See answer above, it starts at 25% and goes up to 75%. The increase is linear and maximum period is 2 years.
Cont: By linear, you mean like as an option where the user has the choice on picking whether to stake it from 25% up into 75%?
(C)No, when you start staking it starts at 25% and by linear I mean it increases at a constant rate of about 2.08% per month for two years until it reach 75%.
(U)To clarify fabio's comment: yes, you can choose a fixed rate of 75% by committing to stake for two years.
Q: A massive attraction to NEX is the prospect of decentralised banking. What makes decentralised banking better than traditional banking? (u/kabelofthe3rd)
(C)Our goal is to facilitate crypto trading at large, this touches from usage of applications to investing passing by funds management and invoicing solutions. What this enables is a digital cashless economy, we call it the smart economy. In the smart economy users are in control of their funds using this advanced technological tools to perform the tasks above and current banking solutions are no longer needed.
Q: Once NEX is rolled out, what will be the easiest way for US residents to buy some stake? I'm aware it's going to be issued as a security so I'm thinking the NEX token will only be tradable on NEX itself because most non decentralized exchanges will not list security's or tokens that don't pass the Howet Test. Is this correct?(u/Cozmo525)
(C)You are correct, for US persons you will need to wait other licensed exchanges list NEX or we acquire the proper licenses to allow US people to trade securities. Whatever happens first =)
Q: Can I stake only NEX or also other Token f.e. NEO? (u/masi252)
(C) NEO doesn't need to be staked, you already can claim GAS on NEX extension.
Q: How do you plan to compete with Switcheo when they have first movers advantage and will be live for months before your platform will be? (u/toneeey1)
(C)We plan to compete with anyone in our market by providing better products.
Q: Will TNC be utilized? (u/molly1nora)
(C)That is not planned, NEX has it own custom scaling solutions already in development.
Q: Do you see exchanges not listing NEX, due to the fact that you guys are direct competition? (u/detnah)
(C)That is a tricky question, I believe competition will not be with every exchange - in special centralized ones, as CEX they will more focused in national markets and we are going after broad chain level trade.
Q: Is there a chance in the future you will also introduce other coins to the exchange sich as ERC-20 tokens etc? If so you'd blow all competition out the water. (u/Frank_Sinatra88)
(C)Yes, ERC-20 tokens will be supported by Q3 together with NEP-5.
Q: Will NEX APIs support mobile Dapps or Wallets? (u/johndon96)
(C)Both, APIs are in general not target to a specific application, is up to the developers to use it in their products.
Q: What are the team's plans to make NEX the best decentralized exchange and one of the best projects ever released? (u/its_me_TAG)
(C)We will be working close to our costumers, never afraid of breaking status quo and never ending improvements. NEX will never be done.
Q: Are there any plans to open up some Nex-Stores in several spots around the Globe? (u/michaeluebelhart)
(C)No, but will have a online swag store :D
Q: Is it possible that in the long future to have forex pairs listed on NEX? (u/BR8889)
(C)In a future where fiat has token representations or stable coins are indeed stable.
Q: When will we see the updated Whitepaper? (I know for example that you plan to integrate ERC20 tokens earlier than mentioned in the original Whitepaper) (u/mambor)
(C) Target is this weekend. We could delay if redacting detects things that should be changed/improved.
Q: What is your go-to-market strategy? (u/Dux_AMS)
(C) We already have >100k users. ;)
submitted by menofthenorth to NEO [link] [comments]

Subreddit Stats: cs7646_fall2017 top posts from 2017-08-23 to 2017-12-10 22:43 PDT

Period: 108.98 days
Submissions Comments
Total 999 10425
Rate (per day) 9.17 95.73
Unique Redditors 361 695
Combined Score 4162 17424

Top Submitters' Top Submissions

  1. 296 points, 24 submissions: tuckerbalch
    1. Project 2 Megathread (optimize_something) (33 points, 475 comments)
    2. project 3 megathread (assess_learners) (27 points, 1130 comments)
    3. For online students: Participation check #2 (23 points, 47 comments)
    4. ML / Data Scientist internship and full time job opportunities (20 points, 36 comments)
    5. Advance information on Project 3 (19 points, 22 comments)
    6. participation check #3 (19 points, 29 comments)
    7. manual_strategy project megathread (17 points, 825 comments)
    8. project 4 megathread (defeat_learners) (15 points, 209 comments)
    9. project 5 megathread (marketsim) (15 points, 484 comments)
    10. QLearning Robot project megathread (12 points, 691 comments)
  2. 278 points, 17 submissions: davebyrd
    1. A little more on Pandas indexing/slicing ([] vs ix vs iloc vs loc) and numpy shapes (37 points, 10 comments)
    2. Project 1 Megathread (assess_portfolio) (34 points, 466 comments)
    3. marketsim grades are up (25 points, 28 comments)
    4. Midterm stats (24 points, 32 comments)
    5. Welcome to CS 7646 MLT! (23 points, 132 comments)
    6. How to interact with TAs, discuss grades, performance, request exceptions... (18 points, 31 comments)
    7. assess_portfolio grades have been released (18 points, 34 comments)
    8. Midterm grades posted to T-Square (15 points, 30 comments)
    9. Removed posts (15 points, 2 comments)
    10. assess_portfolio IMPORTANT README: about sample frequency (13 points, 26 comments)
  3. 118 points, 17 submissions: yokh_cs7646
    1. Exam 2 Information (39 points, 40 comments)
    2. Reformat Assignment Pages? (14 points, 2 comments)
    3. What did the real-life Michael Burry have to say? (13 points, 2 comments)
    4. PSA: Read the Rubric carefully and ahead-of-time (8 points, 15 comments)
    5. How do I know that I'm correct and not just lucky? (7 points, 31 comments)
    6. ML Papers and News (7 points, 5 comments)
    7. What are "question pools"? (6 points, 4 comments)
    8. Explanation of "Regression" (5 points, 5 comments)
    9. GT Github taking FOREVER to push to..? (4 points, 14 comments)
    10. Dead links on the course wiki (3 points, 2 comments)
  4. 67 points, 13 submissions: harshsikka123
    1. To all those struggling, some words of courage! (20 points, 18 comments)
    2. Just got locked out of my apartment, am submitting from a stairwell (19 points, 12 comments)
    3. Thoroughly enjoying the lectures, some of the best I've seen! (13 points, 13 comments)
    4. Just for reference, how long did Assignment 1 take you all to implement? (3 points, 31 comments)
    5. Grade_Learners Taking about 7 seconds on Buffet vs 5 on Local, is this acceptable if all tests are passing? (2 points, 2 comments)
    6. Is anyone running into the Runtime Error, Invalid DISPLAY variable when trying to save the figures as pdfs to the Buffet servers? (2 points, 9 comments)
    7. Still not seeing an ML4T onboarding test on ProctorTrack (2 points, 10 comments)
    8. Any news on when Optimize_Something grades will be released? (1 point, 1 comment)
    9. Baglearner RMSE and leaf size? (1 point, 2 comments)
    10. My results are oh so slightly off, any thoughts? (1 point, 11 comments)
  5. 63 points, 10 submissions: htrajan
    1. Sample test case: missing data (22 points, 36 comments)
    2. Optimize_something test cases (13 points, 22 comments)
    3. Met Burt Malkiel today (6 points, 1 comment)
    4. Heads up: Dataframe.std != np.std (5 points, 5 comments)
    5. optimize_something: graph (5 points, 29 comments)
    6. Schedule still reflecting shortened summer timeframe? (4 points, 3 comments)
    7. Quick clarification about InsaneLearner (3 points, 8 comments)
    8. Test cases using rfr? (3 points, 5 comments)
    9. Input format of rfr (2 points, 1 comment)
    10. [Shameless recruiting post] Wealthfront is hiring! (0 points, 9 comments)
  6. 62 points, 7 submissions: swamijay
    1. defeat_learner test case (34 points, 38 comments)
    2. Project 3 test cases (15 points, 27 comments)
    3. Defeat_Learner - related questions (6 points, 9 comments)
    4. Options risk/reward (2 points, 0 comments)
    5. manual strategy - you must remain in the position for 21 trading days. (2 points, 9 comments)
    6. standardizing values (2 points, 0 comments)
    7. technical indicators - period for moving averages, or anything that looks past n days (1 point, 3 comments)
  7. 61 points, 9 submissions: gatech-raleighite
    1. Protip: Better reddit search (22 points, 9 comments)
    2. Helpful numpy array cheat sheet (16 points, 10 comments)
    3. In your experience Professor, Mr. Byrd, which strategy is "best" for trading ? (12 points, 10 comments)
    4. Industrial strength or mature versions of the assignments ? (4 points, 2 comments)
    5. What is the correct (faster) way of doing this bit of pandas code (updating multiple slice values) (2 points, 10 comments)
    6. What is the correct (pythonesque?) way to select 60% of rows ? (2 points, 11 comments)
    7. How to get adjusted close price for funds not publicly traded (TSP) ? (1 point, 2 comments)
    8. Is there a way to only test one or 2 of the learners using grade_learners.py ? (1 point, 10 comments)
    9. OMS CS Digital Career Seminar Series - Scott Leitstein recording available online? (1 point, 4 comments)
  8. 60 points, 2 submissions: reyallan
    1. [Project Questions] Unit Tests for assess_portfolio assignment (58 points, 52 comments)
    2. Financial data, technical indicators and live trading (2 points, 8 comments)
  9. 59 points, 12 submissions: dyllll
    1. Please upvote helpful posts and other advice. (26 points, 1 comment)
    2. Books to further study in trading with machine learning? (14 points, 9 comments)
    3. Is Q-Learning the best reinforcement learning method for stock trading? (4 points, 4 comments)
    4. Any way to download the lessons? (3 points, 4 comments)
    5. Can a TA please contact me? (2 points, 7 comments)
    6. Is the vectorization code from the youtube video available to us? (2 points, 2 comments)
    7. Position of webcam (2 points, 15 comments)
    8. Question about assignment one (2 points, 5 comments)
    9. Are udacity quizzes recorded? (1 point, 2 comments)
    10. Does normalization of indicators matter in a Q-Learner? (1 point, 7 comments)
  10. 56 points, 2 submissions: jan-laszlo
    1. Proper git workflow (43 points, 19 comments)
    2. Adding you SSH key for password-less access to remote hosts (13 points, 7 comments)
  11. 53 points, 1 submission: agifft3_omscs
    1. [Project Questions] Unit Tests for optimize_something assignment (53 points, 94 comments)
  12. 50 points, 16 submissions: BNielson
    1. Regression Trees (7 points, 9 comments)
    2. Two Interpretations of RFR are leading to two different possible Sharpe Ratios -- Need Instructor clarification ASAP (5 points, 3 comments)
    3. PYTHONPATH=../:. python grade_analysis.py (4 points, 7 comments)
    4. Running on Windows and PyCharm (4 points, 4 comments)
    5. Studying for the midterm: python questions (4 points, 0 comments)
    6. Assess Learners Grader (3 points, 2 comments)
    7. Manual Strategy Grade (3 points, 2 comments)
    8. Rewards in Q Learning (3 points, 3 comments)
    9. SSH/Putty on Windows (3 points, 4 comments)
    10. Slight contradiction on ProctorTrack Exam (3 points, 4 comments)
  13. 49 points, 7 submissions: j0shj0nes
    1. QLearning Robot - Finalized and Released Soon? (18 points, 4 comments)
    2. Flash Boys, HFT, frontrunning... (10 points, 3 comments)
    3. Deprecations / errata (7 points, 5 comments)
    4. Udacity lectures via GT account, versus personal account (6 points, 2 comments)
    5. Python: console-driven development (5 points, 5 comments)
    6. Buffet pandas / numpy versions (2 points, 2 comments)
    7. Quant research on earnings calls (1 point, 0 comments)
  14. 45 points, 11 submissions: Zapurza
    1. Suggestion for Strategy learner mega thread. (14 points, 1 comment)
    2. Which lectures to watch for upcoming project q learning robot? (7 points, 5 comments)
    3. In schedule file, there is no link against 'voting ensemble strategy'? Scheduled for Nov 13-20 week (6 points, 3 comments)
    4. How to add questions to the question bank? I can see there is 2% credit for that. (4 points, 5 comments)
    5. Scratch paper use (3 points, 6 comments)
    6. The big short movie link on you tube says the video is not available in your country. (3 points, 9 comments)
    7. Distance between training data date and future forecast date (2 points, 2 comments)
    8. News affecting stock market and machine learning algorithms (2 points, 4 comments)
    9. pandas import in pydev (2 points, 0 comments)
    10. Assess learner server error (1 point, 2 comments)
  15. 43 points, 23 submissions: chvbs2000
    1. Is the Strategy Learner finalized? (10 points, 3 comments)
    2. Test extra 15 test cases for marketsim (3 points, 12 comments)
    3. Confusion between the term computing "back-in time" and "going forward" (2 points, 1 comment)
    4. How to define "each transaction"? (2 points, 4 comments)
    5. How to filling the assignment into Jupyter Notebook? (2 points, 4 comments)
    6. IOError: File ../data/SPY.csv does not exist (2 points, 4 comments)
    7. Issue in Access to machines at Georgia Tech via MacOS terminal (2 points, 5 comments)
    8. Reading data from Jupyter Notebook (2 points, 3 comments)
    9. benchmark vs manual strategy vs best possible strategy (2 points, 2 comments)
    10. global name 'pd' is not defined (2 points, 4 comments)
  16. 43 points, 15 submissions: shuang379
    1. How to test my code on buffet machine? (10 points, 15 comments)
    2. Can we get the ppt for "Decision Trees"? (8 points, 2 comments)
    3. python question pool question (5 points, 6 comments)
    4. set up problems (3 points, 4 comments)
    5. Do I need another camera for scanning? (2 points, 9 comments)
    6. Is chapter 9 covered by the midterm? (2 points, 2 comments)
    7. Why grade_analysis.py could run even if I rm analysis.py? (2 points, 5 comments)
    8. python question pool No.48 (2 points, 6 comments)
    9. where could we find old versions of the rest projects? (2 points, 2 comments)
    10. where to put ml4t-libraries to install those libraries? (2 points, 1 comment)
  17. 42 points, 14 submissions: larrva
    1. is there a mistake in How-to-learn-a-decision-tree.pdf (7 points, 7 comments)
    2. maximum recursion depth problem (6 points, 10 comments)
    3. [Urgent]Unable to use proctortrack in China (4 points, 21 comments)
    4. manual_strategynumber of indicators to use (3 points, 10 comments)
    5. Assignment 2: Got 63 points. (3 points, 3 comments)
    6. Software installation workshop (3 points, 7 comments)
    7. question regarding functools32 version (3 points, 3 comments)
    8. workshop on Aug 31 (3 points, 8 comments)
    9. Mount remote server to local machine (2 points, 2 comments)
    10. any suggestion on objective function (2 points, 3 comments)
  18. 41 points, 8 submissions: Ran__Ran
    1. Any resource will be available for final exam? (19 points, 6 comments)
    2. Need clarification on size of X, Y in defeat_learners (7 points, 10 comments)
    3. Get the same date format as in example chart (4 points, 3 comments)
    4. Cannot log in GitHub Desktop using GT account? (3 points, 3 comments)
    5. Do we have notes or ppt for Time Series Data? (3 points, 5 comments)
    6. Can we know the commission & market impact for short example? (2 points, 7 comments)
    7. Course schedule export issue (2 points, 15 comments)
    8. Buying/seeking beta v.s. buying/seeking alpha (1 point, 6 comments)
  19. 38 points, 4 submissions: ProudRamblinWreck
    1. Exam 2 Study topics (21 points, 5 comments)
    2. Reddit participation as part of grade? (13 points, 32 comments)
    3. Will birds chirping in the background flag me on Proctortrack? (3 points, 5 comments)
    4. Midterm Study Guide question pools (1 point, 2 comments)
  20. 37 points, 6 submissions: gatechben
    1. Submission page for strategy learner? (14 points, 10 comments)
    2. PSA: The grading script for strategy_learner changed on the 26th (10 points, 9 comments)
    3. Where is util.py supposed to be located? (8 points, 8 comments)
    4. PSA:. The default dates in the assignment 1 template are not the same as the examples on the assignment page. (2 points, 1 comment)
    5. Schedule: Discussion of upcoming trading projects? (2 points, 3 comments)
    6. [defeat_learners] More than one column for X? (1 point, 1 comment)
  21. 37 points, 3 submissions: jgeiger
    1. Please send/announce when changes are made to the project code (23 points, 7 comments)
    2. The Big Short on Netflix for OMSCS students (week of 10/16) (11 points, 6 comments)
    3. Typo(?) for Assess_portfolio wiki page (3 points, 2 comments)
  22. 35 points, 10 submissions: ltian35
    1. selecting row using .ix (8 points, 9 comments)
    2. Will the following 2 topics be included in the final exam(online student)? (7 points, 4 comments)
    3. udacity quiz (7 points, 4 comments)
    4. pdf of lecture (3 points, 4 comments)
    5. print friendly version of the course schedule (3 points, 9 comments)
    6. about learner regression vs classificaiton (2 points, 2 comments)
    7. is there a simple way to verify the correctness of our decision tree (2 points, 4 comments)
    8. about Building an ML-based forex strategy (1 point, 2 comments)
    9. about technical analysis (1 point, 6 comments)
    10. final exam online time period (1 point, 2 comments)
  23. 33 points, 2 submissions: bhrolenok
    1. Assess learners template and grading script is now available in the public repository (24 points, 0 comments)
    2. Tutorial for software setup on Windows (9 points, 35 comments)
  24. 31 points, 4 submissions: johannes_92
    1. Deadline extension? (26 points, 40 comments)
    2. Pandas date indexing issues (2 points, 5 comments)
    3. Why do we subtract 1 from SMA calculation? (2 points, 3 comments)
    4. Unexpected number of calls to query, sum=20 (should be 20), max=20 (should be 1), min=20 (should be 1) -bash: syntax error near unexpected token `(' (1 point, 3 comments)
  25. 30 points, 5 submissions: log_base_pi
    1. The Massive Hedge Fund Betting on AI [Article] (9 points, 1 comment)
    2. Useful Python tips and tricks (8 points, 10 comments)
    3. Video of overview of remaining projects with Tucker Balch (7 points, 1 comment)
    4. Will any material from the lecture by Goldman Sachs be covered on the exam? (5 points, 1 comment)
    5. What will the 2nd half of the course be like? (1 point, 8 comments)
  26. 30 points, 4 submissions: acschwabe
    1. Assignment and Exam Calendar (ICS File) (17 points, 6 comments)
    2. Please OMG give us any options for extra credit (8 points, 12 comments)
    3. Strategy learner question (3 points, 1 comment)
    4. Proctortrack: Do we need to schedule our test time? (2 points, 10 comments)
  27. 29 points, 9 submissions: _ant0n_
    1. Next assignment? (9 points, 6 comments)
    2. Proctortrack Onboarding test? (6 points, 11 comments)
    3. Manual strategy: Allowable positions (3 points, 7 comments)
    4. Anyone watched Black Scholes documentary? (2 points, 16 comments)
    5. Buffet machines hardware (2 points, 6 comments)
    6. Defeat learners: clarification (2 points, 4 comments)
    7. Is 'optimize_something' on the way to class GitHub repo? (2 points, 6 comments)
    8. assess_portfolio(... gen_plot=True) (2 points, 8 comments)
    9. remote job != remote + international? (1 point, 15 comments)
  28. 26 points, 10 submissions: umersaalis
    1. comments.txt (7 points, 6 comments)
    2. Assignment 2: report.pdf (6 points, 30 comments)
    3. Assignment 2: report.pdf sharing & plagiarism (3 points, 12 comments)
    4. Max Recursion Limit (3 points, 10 comments)
    5. Parametric vs Non-Parametric Model (3 points, 13 comments)
    6. Bag Learner Training (1 point, 2 comments)
    7. Decision Tree Issue: (1 point, 2 comments)
    8. Error in Running DTLearner and RTLearner (1 point, 12 comments)
    9. My Results for the four learners. Please check if you guys are getting values somewhat near to these. Exact match may not be there due to randomization. (1 point, 4 comments)
    10. Can we add the assignments and solutions to our public github profile? (0 points, 7 comments)
  29. 26 points, 6 submissions: abiele
    1. Recommended Reading? (13 points, 1 comment)
    2. Number of Indicators Used by Actual Trading Systems (7 points, 6 comments)
    3. Software Install Instructions From TA's Video Not Working (2 points, 2 comments)
    4. Suggest that TA/Instructor Contact Info Should be Added to the Syllabus (2 points, 2 comments)
    5. ML4T Software Setup (1 point, 3 comments)
    6. Where can I find the grading folder? (1 point, 4 comments)
  30. 26 points, 6 submissions: tomatonight
    1. Do we have all the information needed to finish the last project Strategy learner? (15 points, 3 comments)
    2. Does anyone interested in cryptocurrency trading/investing/others? (3 points, 6 comments)
    3. length of portfolio daily return (3 points, 2 comments)
    4. Did Michael Burry, Jamie&Charlie enter the short position too early? (2 points, 4 comments)
    5. where to check participation score (2 points, 1 comment)
    6. Where to collect the midterm exam? (forgot to take it last week) (1 point, 3 comments)
  31. 26 points, 3 submissions: hilo260
    1. Is there a template for optimize_something on GitHub? (14 points, 3 comments)
    2. Marketism project? (8 points, 6 comments)
    3. "Do not change the API" (4 points, 7 comments)
  32. 26 points, 3 submissions: niufen
    1. Windows Server Setup Guide (23 points, 16 comments)
    2. Strategy Learner Adding UserID as Comment (2 points, 2 comments)
    3. Connect to server via Python Error (1 point, 6 comments)
  33. 26 points, 3 submissions: whoyoung99
    1. How much time you spend on Assess Learner? (13 points, 47 comments)
    2. Git clone repository without fork (8 points, 2 comments)
    3. Just for fun (5 points, 1 comment)
  34. 25 points, 8 submissions: SharjeelHanif
    1. When can we discuss defeat learners methods? (10 points, 1 comment)
    2. Are the buffet servers really down? (3 points, 2 comments)
    3. Are the midterm results in proctortrack gone? (3 points, 3 comments)
    4. Will these finance topics be covered on the final? (3 points, 9 comments)
    5. Anyone get set up with Proctortrack? (2 points, 10 comments)
    6. Incentives Quiz Discussion (2-01, Lesson 11.8) (2 points, 3 comments)
    7. Anyone from Houston, TX (1 point, 1 comment)
    8. How can I trace my error back to a line of code? (assess learners) (1 point, 3 comments)
  35. 25 points, 5 submissions: jlamberts3
    1. Conda vs VirtualEnv (7 points, 8 comments)
    2. Cool Portfolio Backtesting Tool (6 points, 6 comments)
    3. Warren Buffett wins $1M bet made a decade ago that the S&P 500 stock index would outperform hedge funds (6 points, 12 comments)
    4. Windows Ubuntu Subsystem Putty Alternative (4 points, 0 comments)
    5. Algorithmic Trading Of Digital Assets (2 points, 0 comments)
  36. 25 points, 4 submissions: suman_paul
    1. Grade statistics (9 points, 3 comments)
    2. Machine Learning book by Mitchell (6 points, 11 comments)
    3. Thank You (6 points, 6 comments)
    4. Assignment1 ready to be cloned? (4 points, 4 comments)
  37. 25 points, 3 submissions: Spareo
    1. Submit Assignments Function (OS X/Linux) (15 points, 6 comments)
    2. Quantsoftware Site down? (8 points, 38 comments)
    3. ML4T_2017Spring folder on Buffet server?? (2 points, 5 comments)
  38. 24 points, 14 submissions: nelsongcg
    1. Is it realistic for us to try to build our own trading bot and profit? (6 points, 21 comments)
    2. Is the risk free rate zero for any country? (3 points, 7 comments)
    3. Models and black swans - discussion (3 points, 0 comments)
    4. Normal distribution assumption for options pricing (2 points, 3 comments)
    5. Technical analysis for cryptocurrency market? (2 points, 4 comments)
    6. A counter argument to models by Nassim Taleb (1 point, 0 comments)
    7. Are we demandas to use the sample for part 1? (1 point, 1 comment)
    8. Benchmark for "trusting" your trading algorithm (1 point, 5 comments)
    9. Don't these two statements on the project description contradict each other? (1 point, 2 comments)
    10. Forgot my TA (1 point, 6 comments)
  39. 24 points, 11 submissions: nurobezede
    1. Best way to obtain survivor bias free stock data (8 points, 1 comment)
    2. Please confirm Midterm is from October 13-16 online with proctortrack. (5 points, 2 comments)
    3. Are these DTlearner Corr values good? (2 points, 6 comments)
    4. Testing gen_data.py (2 points, 3 comments)
    5. BagLearner of Baglearners says 'Object is not callable' (1 point, 8 comments)
    6. DTlearner training RMSE none zero but almost there (1 point, 2 comments)
    7. How to submit analysis using git and confirm it? (1 point, 2 comments)
    8. Passing kwargs to learners in a BagLearner (1 point, 5 comments)
    9. Sampling for bagging tree (1 point, 8 comments)
    10. code failing the 18th test with grade_learners.py (1 point, 6 comments)
  40. 24 points, 4 submissions: AeroZach
    1. questions about how to build a machine learning system that's going to work well in a real market (12 points, 6 comments)
    2. Survivor Bias Free Data (7 points, 5 comments)
    3. Genetic Algorithms for Feature selection (3 points, 5 comments)
    4. How far back can you train? (2 points, 2 comments)
  41. 23 points, 9 submissions: vsrinath6
    1. Participation check #3 - Haven't seen it yet (5 points, 5 comments)
    2. What are the tasks for this week? (5 points, 12 comments)
    3. No projects until after the mid-term? (4 points, 5 comments)
    4. Format / Syllabus for the exams (2 points, 3 comments)
    5. Has there been a Participation check #4? (2 points, 8 comments)
    6. Project 3 not visible on T-Square (2 points, 3 comments)
    7. Assess learners - do we need to check is method implemented for BagLearner? (1 point, 4 comments)
    8. Correct number of days reported in the dataframe (should be the number of trading days between the start date and end date, inclusive). (1 point, 0 comments)
    9. RuntimeError: Invalid DISPLAY variable (1 point, 2 comments)
  42. 23 points, 8 submissions: nick_algorithm
    1. Help with getting Average Daily Return Right (6 points, 7 comments)
    2. Hint for args argument in scipy minimize (5 points, 2 comments)
    3. How do you make money off of highly volatile (high SDDR) stocks? (4 points, 5 comments)
    4. Can We Use Code Obtained from Class To Make Money without Fear of Being Sued (3 points, 6 comments)
    5. Is the Std for Bollinger Bands calculated over the same timespan of the Moving Average? (2 points, 2 comments)
    6. Can't run grade_learners.py but I'm not doing anything different from the last assignment (?) (1 point, 5 comments)
    7. How to determine value at terminal node of tree? (1 point, 1 comment)
    8. Is there a way to get Reddit announcements piped to email (or have a subsequent T-Square announcement published simultaneously) (1 point, 2 comments)
  43. 23 points, 1 submission: gong6
    1. Is manual strategy ready? (23 points, 6 comments)
  44. 21 points, 6 submissions: amchang87
    1. Reason for public reddit? (6 points, 4 comments)
    2. Manual Strategy - 21 day holding Period (4 points, 12 comments)
    3. Sharpe Ratio (4 points, 6 comments)
    4. Manual Strategy - No Position? (3 points, 3 comments)
    5. ML / Manual Trader Performance (2 points, 0 comments)
    6. T-Square Submission Missing? (2 points, 3 comments)
  45. 21 points, 6 submissions: fall2017_ml4t_cs_god
    1. PSA: When typing in code, please use 'formatting help' to see how to make the code read cleaner. (8 points, 2 comments)
    2. Why do Bollinger Bands use 2 standard deviations? (5 points, 20 comments)
    3. How do I log into the [email protected]? (3 points, 1 comment)
    4. Is midterm 2 cumulative? (2 points, 3 comments)
    5. Where can we learn about options? (2 points, 2 comments)
    6. How do you calculate the analysis statistics for bps and manual strategy? (1 point, 1 comment)
  46. 21 points, 5 submissions: Jmitchell83
    1. Manual Strategy Grades (12 points, 9 comments)
    2. two-factor (3 points, 6 comments)
    3. Free to use volume? (2 points, 1 comment)
    4. Is MC1-Project-1 different than assess_portfolio? (2 points, 2 comments)
    5. Online Participation Checks (2 points, 4 comments)
  47. 21 points, 5 submissions: Sergei_B
    1. Do we need to worry about missing data for Asset Portfolio? (14 points, 13 comments)
    2. How do you get data from yahoo in panda? the sample old code is below: (2 points, 3 comments)
    3. How to fix import pandas as pd ImportError: No module named pandas? (2 points, 4 comments)
    4. Python Practice exam Question 48 (2 points, 2 comments)
    5. Mac: "virtualenv : command not found" (1 point, 2 comments)
  48. 21 points, 3 submissions: mharrow3
    1. First time reddit user .. (17 points, 37 comments)
    2. Course errors/types (2 points, 2 comments)
    3. Install course software on macOS using Vagrant .. (2 points, 0 comments)
  49. 20 points, 9 submissions: iceguyvn
    1. Manual strategy implementation for future projects (4 points, 15 comments)
    2. Help with correlation calculation (3 points, 15 comments)
    3. Help! maximum recursion depth exceeded (3 points, 10 comments)
    4. Help: how to index by date? (2 points, 4 comments)
    5. How to attach a 1D array to a 2D array? (2 points, 2 comments)
    6. How to set a single cell in a 2D DataFrame? (2 points, 4 comments)
    7. Next assignment after marketsim? (2 points, 4 comments)
    8. Pythonic way to detect the first row? (1 point, 6 comments)
    9. Questions regarding seed (1 point, 1 comment)
  50. 20 points, 3 submissions: JetsonDavis
    1. Push back assignment 3? (10 points, 14 comments)
    2. Final project (9 points, 3 comments)
    3. Numpy versions (1 point, 2 comments)
  51. 20 points, 2 submissions: pharmerino
    1. assess_portfolio test cases (16 points, 88 comments)
    2. ML4T Assignments (4 points, 6 comments)

Top Commenters

  1. tuckerbalch (2296 points, 1185 comments)
  2. davebyrd (1033 points, 466 comments)
  3. yokh_cs7646 (320 points, 177 comments)
  4. rgraziano3 (266 points, 147 comments)
  5. j0shj0nes (264 points, 148 comments)
  6. i__want__piazza (236 points, 127 comments)
  7. swamijay (227 points, 116 comments)
  8. _ant0n_ (205 points, 149 comments)
  9. ml4tstudent (204 points, 117 comments)
  10. gatechben (179 points, 107 comments)
  11. BNielson (176 points, 108 comments)
  12. jameschanx (176 points, 94 comments)
  13. Artmageddon (167 points, 83 comments)
  14. htrajan (162 points, 81 comments)
  15. boyko11 (154 points, 99 comments)
  16. alyssa_p_hacker (146 points, 80 comments)
  17. log_base_pi (141 points, 80 comments)
  18. Ran__Ran (139 points, 99 comments)
  19. johnsmarion (136 points, 86 comments)
  20. jgorman30_gatech (135 points, 102 comments)
  21. dyllll (125 points, 91 comments)
  22. MikeLachmayr (123 points, 95 comments)
  23. awhoof (113 points, 72 comments)
  24. SharjeelHanif (106 points, 59 comments)
  25. larrva (101 points, 69 comments)
  26. augustinius (100 points, 52 comments)
  27. oimesbcs (99 points, 67 comments)
  28. vansh21k (98 points, 62 comments)
  29. W1redgh0st (97 points, 70 comments)
  30. ybai67 (96 points, 41 comments)
  31. JuanCarlosKuriPinto (95 points, 54 comments)
  32. acschwabe (93 points, 58 comments)
  33. pharmerino (92 points, 47 comments)
  34. jgeiger (91 points, 28 comments)
  35. Zapurza (88 points, 70 comments)
  36. jyoms (87 points, 55 comments)
  37. omscs_zenan (87 points, 44 comments)
  38. nurobezede (85 points, 64 comments)
  39. BelaZhu (83 points, 50 comments)
  40. jason_gt (82 points, 36 comments)
  41. shuang379 (81 points, 64 comments)
  42. ggatech (81 points, 51 comments)
  43. nitinkodial_gatech (78 points, 59 comments)
  44. harshsikka123 (77 points, 55 comments)
  45. bkeenan7 (76 points, 49 comments)
  46. moxyll (76 points, 32 comments)
  47. nelsongcg (75 points, 53 comments)
  48. nickzelei (75 points, 41 comments)
  49. hunter2omscs (74 points, 29 comments)
  50. pointblank41 (73 points, 36 comments)
  51. zheweisun (66 points, 48 comments)
  52. bs_123 (66 points, 36 comments)
  53. storytimeuva (66 points, 36 comments)
  54. sva6 (66 points, 31 comments)
  55. bhrolenok (66 points, 27 comments)
  56. lingkaizuo (63 points, 46 comments)
  57. Marvel_this (62 points, 36 comments)
  58. agifft3_omscs (62 points, 35 comments)
  59. ssung40 (61 points, 47 comments)
  60. amchang87 (61 points, 32 comments)
  61. joshuak_gatech (61 points, 30 comments)
  62. fall2017_ml4t_cs_god (60 points, 50 comments)
  63. ccrouch8 (60 points, 45 comments)
  64. nick_algorithm (60 points, 29 comments)
  65. JetsonDavis (59 points, 35 comments)
  66. yjacket103 (58 points, 36 comments)
  67. hilo260 (58 points, 29 comments)
  68. coolwhip1234 (58 points, 15 comments)
  69. chvbs2000 (57 points, 49 comments)
  70. suman_paul (57 points, 29 comments)
  71. masterm (57 points, 23 comments)
  72. RolfKwakkelaar (55 points, 32 comments)
  73. rpb3 (55 points, 23 comments)
  74. venkatesh8 (54 points, 30 comments)
  75. omscs_avik (53 points, 37 comments)
  76. bman8810 (52 points, 31 comments)
  77. snladak (51 points, 31 comments)
  78. dfihn3 (50 points, 43 comments)
  79. mlcrypto (50 points, 32 comments)
  80. omscs-student (49 points, 26 comments)
  81. NellVega (48 points, 32 comments)
  82. booglespace (48 points, 23 comments)
  83. ccortner3 (48 points, 23 comments)
  84. caa5042 (47 points, 34 comments)
  85. gcalma3 (47 points, 25 comments)
  86. krushnatmore (44 points, 32 comments)
  87. sn_48 (43 points, 22 comments)
  88. thenewprofessional (43 points, 16 comments)
  89. urider (42 points, 33 comments)
  90. gatech-raleighite (42 points, 30 comments)
  91. chrisong2017 (41 points, 26 comments)
  92. ProudRamblinWreck (41 points, 24 comments)
  93. kramey8 (41 points, 24 comments)
  94. coderafk (40 points, 28 comments)
  95. niufen (40 points, 23 comments)
  96. tholladay3 (40 points, 23 comments)
  97. SaberCrunch (40 points, 22 comments)
  98. gnr11 (40 points, 21 comments)
  99. nadav3 (40 points, 18 comments)
  100. gt7431a (40 points, 16 comments)

Top Submissions

  1. [Project Questions] Unit Tests for assess_portfolio assignment by reyallan (58 points, 52 comments)
  2. [Project Questions] Unit Tests for optimize_something assignment by agifft3_omscs (53 points, 94 comments)
  3. Proper git workflow by jan-laszlo (43 points, 19 comments)
  4. Exam 2 Information by yokh_cs7646 (39 points, 40 comments)
  5. A little more on Pandas indexing/slicing ([] vs ix vs iloc vs loc) and numpy shapes by davebyrd (37 points, 10 comments)
  6. Project 1 Megathread (assess_portfolio) by davebyrd (34 points, 466 comments)
  7. defeat_learner test case by swamijay (34 points, 38 comments)
  8. Project 2 Megathread (optimize_something) by tuckerbalch (33 points, 475 comments)
  9. project 3 megathread (assess_learners) by tuckerbalch (27 points, 1130 comments)
  10. Deadline extension? by johannes_92 (26 points, 40 comments)

Top Comments

  1. 34 points: jgeiger's comment in QLearning Robot project megathread
  2. 31 points: coolwhip1234's comment in QLearning Robot project megathread
  3. 30 points: tuckerbalch's comment in Why Professor is usually late for class?
  4. 23 points: davebyrd's comment in Deadline extension?
  5. 20 points: jason_gt's comment in What would be a good quiz question regarding The Big Short?
  6. 19 points: yokh_cs7646's comment in For online students: Participation check #2
  7. 17 points: i__want__piazza's comment in project 3 megathread (assess_learners)
  8. 17 points: nathakhanh2's comment in Project 2 Megathread (optimize_something)
  9. 17 points: pharmerino's comment in Midterm study Megathread
  10. 17 points: tuckerbalch's comment in Midterm grades posted to T-Square
Generated with BBoe's Subreddit Stats (Donate)
submitted by subreddit_stats to subreddit_stats [link] [comments]

Getting Started

Hey guys! I found a super cool list of everything a new forex trader would need to get started! Originally made by to nate1357. Link to original thread http://redd.it/328cjr
Free Resources
Education:
www.babypips.com/school
www.informedtrades.com/f7
www.forex4noobs.com/forex-education
www.en.tradimo.com/learn/forex-trading
www.youtube.com/useTheTradeitsimple
www.traderscalm.com
www.orderflowtrading.com/LearnOrderFlow.aspx
www.profitube.com
Calendars:
www.forexfactory.com/calendar.php
www.dailyfx.com/calendar
www.fxstreet.com/economic-calendar
www.forexlive.com/EconomicCalendar
www.myfxbook.com/forex-economic-calendar
www.investing.com/economic-calendar
Free News Websites:
www.forexlive.com - Daily live news, analysis and resources
www.financemagnates.com - FX industry news and updates
www.fxstreet.com - Daily news, analysis and resources
www.forextell.com
www.forexcup.com/news
www.bloomberg.com/markets
Forums:
www.reddit.com/forex
www.forums.babypips.com/
www.forexfactory.com/forum.php
www.elitetrader.com/et/index.php
www.forex-tsd.com/
www.fxgears.com/forum/index.php
www.trade2win.com/boards
Margin / pip / position size calculators
www.myfxbook.com/forex-calculators
Brokerages:
There are many factors to consider when choosing a brokerage. Regulations typically force US traders to only trade at US brokerages, while international traders have more choice. After considering location you need to consider how much capital you will start trading with as many have minimum deposit levels. Once you’ve narrowed that down you can compared spreads and execution. ECN brokers execute your orders straight through to their liquidity providers, while market maker brokers may pair up your trades with other clients. Market maker brokers typically will partially hedge your positions on the interbank market. Many consider this to be a conflict of interest and prefer to trade at an ECN broker who would have an active motive to see you succeed. Lastly, brokers run inherently risky business models so it is important to consider the risk of bankruptcy.
www.forexpeacearmy.com - Aggregates broker reviews. Be warned though that people only seem to make bad reviews.
www.myfxbook.com/forex-broker-spreads - Live comparison of executable spreads
United States & International-
-Interactive Brokers
International Only-
-LMAX (whitelabel DarwinEx)
*DMA broker based in the UK. Note that as a DMA broker LMAX eliminates the ability for LPs to last-look transactions. This may result in reduced liquidity during volatile times as liquidity providers would be likely not to risk posting liquidity to LMAX's pool. *Tight spreads *Minimum deposit $10,000 *Fairly well diversified
-Dukascopy
*ECN based in Switzerland, but available elsewhere depending on local regulations.
*Tight spreads *Minimum deposit $100 *Fairly well diversified
-IC Markets *ECN based in Australia *Fair spreads on standard account, tight spreads on professional accounts. *Minimum deposit $200 *Fairly well diversified
-Pepperstone
*ECN broker based in Australia. *Fair spreads on standard account, tight spreads on professional accounts. *Minimum deposit $200 *Not well diversified
Software / Apps:
Desktop/mobile
Terminology/Acronyms:
www.forexlive.com/ForexJargon - Common terms and acronyms
FAQ:
I need to exchange money, how do I do it?
This isn’t what this sub is for. Your best bet is using your bank or an online exchange service. Be prepared to pay a hefty fee.
I have money in one currency and need to exchange it into another sometime in the future, should I wait?
Don’t ask us this. We speculate intraday in FX and shouldn’t be relied on to tell you what’s best for you. Exchange the money when you need it.
I have an FX account, should I start trading demo or live?
This is highly debatable. You should definitely demo trade until you have mastered how to use the trading platform on desktop and mobile. After that it’s up to you. Many think that the psychology of trading live vs demo trading is massively different. So it may pay to learn to trade live. Just be warned that most FX traders lose almost their entire first account so start with a low affordable balance.
What’s money management?
Money management is a form of risk management and is arguably the most important aspect of your trading when it comes to long term survival. You should always enter trades with a stop loss - the distance of the stop allows you to calculate how large of a percent of your account balance will be lost if your trade stops out. You can run a monte carlo simulation to figure out the risk of having a number of trades go against you in a row to drain your account. The general rule is that you should only risk losing 1-4% of your account per trade entered.
More on this here: www.investopedia.com/articles/forex/06/fxmoneymgmt.asp[35]
www.swing-trade-stocks.com/money-management.html[36]
What about automated trading?
Retail FX traders have been known to program “Expert Advisors” (EAs) to automate trading. It’s generally advisable to stay away from that until you’re very experienced. Never buy an EA from a developer because the vast majority of them are scams.
What indicators are best?
That’s up to you to test and find out. Many in this forum dislike oscillating indicators since they fail to capture the essence of what moves price. With experience you will discover what works best for you. In my experience indicators that are most popular with professional traders are those that provide trading “levels” such as pivot points, fibonacci, moving averages, trendlines, etc.
What timeframe should I trade?
Price action can vary in different timeframes. In longer term timeframes the price action and fundamentals are much more clear. Unfortunately it would take a very long time to figure out whether or not what you’re doing is successful on longer timeframes. In shorter timeframes you can often tell very quickly if what you’re doing is profitable. Unfortunately there’s a lot more “noise” on these levels which can prove deceptive for those trying to learn. Therefore the best bet is to use a multi-timeframe analysis, working from top-down to come up with trades.
Should I trade using fundamental analysis (FA) of technical analysis (TA)?
This is a long standing argument in these forums and elsewhere. I’ll settle it here - you should have an understanding of both. Yes there are traders who blindly ignore one of the other but a truly well rounded trader should understand and implement both into the analysis. The market is driven in the longer term through FA. But TA is necessary to give traders a place to enter and exit trades from a psychological risk/reward standpoint.
I’ve heard trading Binary Options is an easy way to make money?
The general advice is to stay away from binaries. The structure of binary options is so that when you lose the broker wins. This incentive has created a very scammy industry where there are few legitimate binary options brokers. In addition in order to be profitable in binaries you have to win 55-65% of the time. That’s a much higher premium over spot FX.
Am I actually exchanging currencies?
Yes and no. Your broker handles spot FX is currency pairs. Although they make an exchange at the settlement date they treat your position in your account as a virtual currency pair. Think of it like a contract where you can only buy or sell it as a pair. In this sense you are always long one currency while short another. You are merely speculating that one currency will appreciate or depreciate vs another.
Why didn't my order fill?
Even if price appears to cross over a line on your chart it does not guarantee a fill. Different charting platforms chart different prices - some chart the bid price, some the ask price and some the midpoint price. To fill a limit order price needs to cross your limit's price plus the spread at the time that it is crossing. If it does not equal or exceed the spread then it will not fill. Be wary that in general spreads are not fixed. So what may fill at one time may not at another.
submitted by ClassicalAnt6 to TeamOceanSky [link] [comments]

[Table] IAmA full-time Bitcoin day-trader, blogger, and explainer. I was a pro TCG player. Here until Midnight EST. AMA!

Verified? (This bot cannot verify AMAs just yet)
Date: 2014-02-20
Link to submission (Has self-text)
Questions Answers
Let's say someone was looking for a stay at home computer job, would you recommend doing what you do? Is it something you can hop into, or is it something a lot of time must be put into before considerable income comes? You handle risk and pressure well, and you don't let your emotions guide your decision-making. Professional Poker and TCG players often develop this skillset.
You have experience working with stocks, bonds, derivatives, foreign exchange, or other financial instruments. If you have a strong mathematical background, that would also likely fulfill this.
You can invest significant capital into trading while remaining financially secure if it all suddenly vanishes.
You are capable of constantly monitoring a situation, waking up in the middle of the night if an alarm goes off, etc. It requires serious dedication.
You are good at keeping up with news, understanding market psychology, and "feeling" shifts in attitude and perception among other market participants.
Of those, I'd be most cautious if you don't meet no. 3. Going bust is a real possibility--day-trading a volatile commodity is inherently extremely high-risk. Nos. 2 and 4 are the easiest to learn or force through routine. No. 1 requires a person who approaches things in an emotionally detached manner. No. 5 is something that comes with investing enough time.
Second question: I'm answering this after that big block of text because this answer will come off like a get-rich-quick scheme. Yes, you can hop into it very quickly, and you can start making very high profits very quickly. I put in a small initial investment to test the waters, and made 10% on it in a few days. If you have the right skillset, composure, and resources, yes. It is a potentially very lucrative and exciting stay-at-home job. It is not for everyone, though.
As much as it would be beneficial for me (being in the industry and all), to tell everyone it's easy and that it will help them provide for themselves I feel that people need to know the real risks that are involved. Regardless, that's all a little irrelevant. We're not playing the house, and we're not flipping coins. We're playing other investors, and we're making actual decisions. You keep saying things like "98% lose money" and "Go onto any FOREX forum, and you will see from the users posts that they pretty much all lose money" but you don't back it up. Cool, yeah, it's a zero-sum game with a rake: a little more than half of the players will lose. That's expected. They'll probably complain about it, too, huh?
Retrospect can have a very positive effect. Got any real account trading statements I can have a look at? Let's see how fast you can come up with excuses not to show me ;) I only have and need one: I have chosen not to disclose my personal valuation for privacy reasons. Same reason I've had all along. I instead publicly disclose my trades, as they happen, on my website. The posts are timestamped, and the ones that are the start of a position contain the price I entered at. Go check the posts, then go check the charts, then go check my archive. But feel free to continue to arbitrarily call my credibility into question--that makes your argument better!
What leverage do you use? In Australia the leverage is typically 100:1, perhaps that's why your not seeing how risky I deem it to be. First, our argument so far has had nothing to do with risk. Second, I told you I am leveraged 2.5:1, two posts ago. Third, you realize I'm trading Bitcoin, not ForEx, correct? And that no one in their right mind would offer 100:1 leverage on Bitcoin due to its volatility?
What's your last year's hourly salary? A year ago I was finishing up college and extricating myself from the TCG business I'd co-founded. I took very little in take-home pay over that period, but kept part ownership of the continuing business. Money isn't just about the number on your bank account--it's also about residual future income.
How many hours a week are you typically on a computer? On a computer, probably 50-55, if you add in time I spend on my phone, I'd say 65-70. Day trading takes constant watchfulness. I imagine it's like an easier version of taking care of a baby.
What are your favorite to sources of news besides waiting for it to get to the front/hot page of /Bitcoin when it's several hours old? I have an IFTTT for /BitcoinMarkets and /Bitcoin that notifies me early on about some posts.
What's the weirdest thing about your mom? She started a bookselling business online in her 50s and makes more money than me.
Or.
She's a little old lady who loves gadgets and technology.
What are your thoughts on Dogecoin and other bitcoin competitors? Do you think any have staying value? LTC.
DOGE.
NXT.
VTC.
Coins that offer something different or that have a strong community to them can be valuable prospects.
LTC is the first-mover scrypt coin - DOGE has the most non-techies interested in its success and is spreading quickly as a result - NXT is a cool generation two coin that has a lot of features BTC doesn't have - VTC is ASIC-resistant
Ok, let me spell it out to you. The retail forex market only makes up 5% of the total forex markets liquidity. The other 95% is from hedge funds and institutions. Therefore, 99% of the retail market losing their money is very possible, as that only makes up 4.95% of the whole market. Is it possible that 4.95% of the market generally loses? Yes. How is that infeasible? Nope. That's a false equivalence. It is possible that 4.95% of the market loses. It is not feasible, that, say, 99% of people with blue eyes lose. What, exactly, in empirical terms, is the difference between retail investors and hedge/institutions that causes this INCREDIBLE disparity? Would you care to respond to my above empirical argument that demonstrates that a zero-decision system is flipping a losing coin? Do you consider it feasible for 99% of people playing a 45-55 game to lose?
Are there options and/or futures markets for Bitcoin? Not really yet, but there will be more prominent ones soon. I hear about a new one pretty regularly, it seems, but nothing that seems truly legitimate has come out. I'm certainly excited for them, though.
Eventually, once Mr. Lawsky and co. get things sorted out, I'm certain we'll see a big-name investment bank start offering them.
From the time you started trading until today, what is your overall percentage return? In USD, my percentage return calculated from investment to current valuation is about 300% over a little more than 2 months.
In BTC, my percentage return calculated from investment to current valuation is about 425% over a little more than 2 months.
Using my average per-coin buy-in price, if I had just bought-and-held, I would have lost about 27% of my initial investment value.
Ben, i told you I'd be here and asking about Hearthstone first. If there's one class that needs a bit of tuning, up or down, which is it and why? I think Mage needs basic, class-level tuning. I'm not sure what needs to be done exactly, but I don't like what the Mage class power does to gameplay. I've thought some about how different it would be if it could only hit minions, and I'd want to know if Blizzard had tried that out. The Mage power is too versatile, and over the long-term I think it will prove to be problematic.
What's your favorite card? Lord Jaraxxus is my favorite card. He has a truly legendary feel to him when you play him, but your opponent can still win, even though he's very powerful.
So, where do you think we go from here? I'm currently short, but I don't expect to be so for a lot longer. I don't think we'll get past 550. I also don't expect this drop to hold on for a really long time.
I haven't seen a good, substantive rationale for what the MtGox situation really has to do with Bitcoin price. Yes, it looks bad, it certainly doesn't help with our legitimacy, but is it really worth the incredible price declines we continue to see? I don't think so. I think we are seeing these impressive declines because the price on MtGox (which is a reflection of trust in MtGox relative to Bitcoin price, not just Bitcoin price) has been declining heavily. I don't expect it to continue forever, especially not with things like the Winkdex and the accompanying ETF launching.
MtGox is basically dead to me, for now at least. The sooner everyone stops paying attention to it, the sooner we can all get back on track, which I, for one, will be quite happy about.
Do you think that it's a good thing for a game when the developers of that game discourage certain playing styles (e.g. mill decks or decks that try to win in unconventional manners) whether in hearthstone, MTG, or other TCGs? It can be. I don't want the developers metaphorically over my shoulder outlawing strategies, but I don't mind if the strategies that are "less fun" for your opponent (Draw/Go, Mill, or Hard Combo from MTG, for example) are also less powerful. Most players prefer a game where the best decks are also among the most fun, because it means that they are playing against fun decks more often. Clearly the 2-cost 3/3 will be played most often. If you fix this by making both 2-cost guys 2/2s or 3/3s, or by making one a 2/3 and the other a 3/2, then you've done something--but it's not that interesting. If you instead make the 2-cost 2/2 have text that says "While you control the 3-cost 3/3, this gets +2/+2" and you give the 3 cost 3/3 text that says "While you control the 2-cost 2/2, it has Taunt" you now have more complex cards that reward players for doing something other than just playing the best stand-alone card.
Which do you think is a better option to encourage diversity in TCGs; improving/buffing cards/decks that hardly see any play versus weakening/nerfing cards that are overwhelmingly played? This is obviously a very simplistic example, but I hope it makes the point. Games are more fun when you give players more relevant choices: buffing and nerfing cards tends not to do that as well as promoting synergies does.
Where/what is the actual money behind bitcoin? If it does exist. You might need to rephrase your question for me to understand what you're asking. If you're asking why a Bitcoin has value, the answer is the same as any other good: because someone is willing to pay it.
If you're asking why someone is willing to pay that amount, my answer would be utility.
I just got started on Bitfinex (using your referral link) and am a little intimidated. What types of trades would I recommend I try as a beginner? From there, just keep careful watch, and see what happens. Be neutral and objective toward your own hypothesis, just like in science. Don't be biased by your hopes, be focused on the reality.
So far I've only done a liquidity swap offer to try it since it seemed (nearly) risk free. Have you done any liquidity swap or is it too low in profit? If I'm not going to be able to check my computer for a day or two, or I'm uncertain of what's going to happen the next few days, I do use the liquidity swap function. It's actually very profitable, relative to traditional investments. And you're right, it is low-risk. I'm a fan. Good job selecting it if you were intimidated--that's a good place to start. As far as actually starting trading, do science. Start with a hypothesis. If you were up at 5 AM today when MtGox published their announcement, a good hypothesis might have been something like: "This announcement is going to be a blow to their credibility, and might panic the markets. We'll probably drop by some amount as a result." Invest based on it, figure out around what price you want to take profits, and at what price you'll cut your losses and get out. Stick to those determinations unless something substantive changes. The time you tell yourself you can afford to not close your position because it will "rebound" back to where you want is also the time you lose your shirt.
Is it true that you like Balloons? No, I <3 them.
Lol to the question about your mom... Ben, from my understanding Bitcoin is anonymous, does this mean that you can avoid taxation when receiving payment? Bitcoin isn't anonymous. That's actually a common misconception. It's actually pseudonymous, like Reddit. You end up with an online identity--a wallet address--that you use with Bitcoin.
If I walk up to you on a street corner and buy Bitcoin with cash, then I'm pretty much anonymous. If I buy it from a large institution like Coinbase or some other company, they will have records of the address my Bitcoin was bought for. As a result, you can trace them down, generally speaking.
As for avoiding taxation, that's a general no.
What do you think Bitcoin's biggest hurdle is and how do you think it can be overcome? Are there any misconceptions about Bitcoin that you think people have? The biggest hurdle for Bitcoin to overcome is governments. Governments have a variety of reasons not to want an alternative currency. We seem to have done pretty well on that front here in the US, but for other countries (China) that is not the case. Past that, the other major hurdle is something I consider an inevitability: consumer adoption. Business adoption has begun in earnest, consumer adoption hasn't. It will when enough businesses take Bitcoin to give it sufficient utility for the average customer.
What trading platform do you use to daytrade Bitcoin? What is the standard margin that Bitcoin brokers offer? what's the typical ask/bid spread? I primarily use Bitfinex.
Very few Bitcoin brokers currently offer leverage, Bitfinex offers 2.5:1. Over time, I anticipate it will become more like current Forex, where 10:1 or greater leverage is common.
It varies by exchange depending on their fees. Huobi charges 0% fees, so their spread is generally tiny. Some exchanges can be as wide as 1.5%. Typically, I see spreads between .5 and .7%.
Do you invest in any other type of cryptocurrency? if so, which is your favorite besides bitcoin? I currently have no other holdings, but I've held DOGE and LTC at points and am considering VTC and NXT. DOGE is probably my favorite, because if the community can keep this up for a little longer it will snowball into amaze.
Can you trade me a Jace? TMS WWK, TMS FTV, Beleren, MA, or AoT?
Beleren. M10, M11, LOR, JVC, JVCJPN, or Book Promo?
M10 and if not possible then M11. Sure.
I've been reading your blog for quite some time and especially like your summaries for recent events. Keep up the good work! Do you use strict stop-loss orders for your trades? When do you decide to close a trade? Especially in situations where you can basically see you profit/loss grow by the minute. When is enough? Do you have a longterm bitcoin investment you don't touch or do you use everything you have for trading? I do use relatively strict stop losses, but they're not stop loss orders. My conditions usually aren't just the price hitting a certain point, but instead it sustaining for a brief period, or hitting it with a certain volume, or with a certain amount of resistance to retreat. I don't want my stop loss to be triggered by some idiot who dumps 300 BTC and temporarily drops the price 15, but only ends up really dropping it 3. I am very strict with myself about this, though, generally speaking--if I can't trust promises I make to myself, what good am I?
Let's say for example you have a sum x dollar and a sum y bitcoin on your trading account. How much % of x or y do you risk at every trade? I've seen a formula for the max. amount of investment and read numerous times that traders shouldn't risk more than one or two percent of their "bankroll". Do you generally have dollar and btc or just one of them at any given time? 100% of funds in every trade, so long as all funds are easily moved into the position. Common exceptions are lack of liquidity and funds being on other exchanges. My reasoning for being all-in all-the-time is that it's a profit-maximizing move. It is also risk-maximizing. My risk tolerance is infinite; most people's isn't. Only ever one. Generally BTC if I'm long, dollar if I'm short. I prefer to double-dip, as otherwise it would be in contradiction to the 100% plan. I use everything I have for trading. Again, profit-maximization, infinite risk tolerance.
I decide a closing price when I'm near either my stop loss or my profit aim. I place a limit order or multiple limit orders wherever I need to. I avoid market orders whenever possible. Enough is when I hit my goals or my loss tolerance. I decide these at the start, but I frequently re-evaluate them as news and market conditions develop.
What is a typical bid/ask spread for Bitcoin? It depends what exchange you're looking at, but generally .5-.7%.
What's the best way to popularize Bitcoin among the masses? Add your own but would love your thoughts on: -microtransactions developing nations -gift economy (tipping) I would suggest just running around shouting "You get to be your own bank" is probably the best way.
In all seriousness, though--we don't need to try. It's going to happen on its own from now on, as the news media slowly starts to pick up the story. People will start appearing on TV talking about it with more and more frequency. Things like the Dogelympic teams are great PR and help boost it up, as well, of course, but in general it's just going to follow the adoption curve of every other technology.
If it picks up in a few developing nations that have stable internet, it will be a massive revolution for them. Self-banking can do a huge amount of good for an economy like theirs. We might see reports on that. If a major newspaper decides to run a permanent paywall like what the Sun-Times tested recently, that could be big as well. The slow PR from tipping on Reddit is another way, to be honest. Every bit helps, but the cryptocurrency community is now large enough that we're going to do a significant amount of organic, word-of-mouth style growth.
Do you think that a magic game could beat harthstone? If they do a good job, absolutely. They have to focus on the right things. It needs to be mobile-available, easy to pick up and play, and fun.
Is there a good crypto currency to get in on now, before it explodes like bitcoin did? There are plenty of options. Check out coinmarketcap.com. Fair warning, there are plenty of horrible things there--treat it kind of like penny stocks. I like BTC, LTC, DOGE, NXT, and VTC.
Also, why is it such a pain in the ass to buy them with actual money? Like you have to have bitcoins to buy other crypto currency. It's such a pain to buy them with USD because no one has made a good system to do it on, like Coinbase. If you think there's a desire, go do it!
Well the way I look at it, is how the hell else would you be able to buy them? Not everyone has piles of bitcoins lying around and I really don't want to spend $600+ on a single bitcoin just to buy some other currencies. Ah, I see the problem! You can buy fractions of a Bitcoin using Coinbase--I think .01BTC (~$6) is their minimum.
The March 2013 appreciation was from American and European investors and November 2013 was mainly from Chinese investors. Which group of people do you think will be the next to buy (I hate using the word invest when talking about bitcoin) bitcoin for investment purposes? American institutional and hobby investors. That is, Wall Street and people who pay attention to Wall Street.
Which do you think will be a better long term (~5 years) investment, Bitcoins, Litecoins, Dogecoins, Fetch Lands, Shock Lands, or Original Dual Lands? Does it change for ~10 years? Either Bitcoin or Fetch lands for 5 years. For 10 years, Bitcoin. I'd be worried about the 10-year view for paper MTG.
Ive been mining Bitcoins for years now, i have a good sum im my wallet but i never plan to use them. Does this make me a bad person? Approximately yes.
Ben, I should've simultaneously copied and pasted all of my questions from the Spreecast over to here but here are a few... It seems like the conspiracy crowd has really latched onto the idea of Bitcoin as being a discreet form of currency. If Bitcoin is backed up by the internet why would people choose having a currency that's being tracked over say cash, gold, different commodities? Having a currency be tracked has negatives and positives, but it's overwhelmingly positive for the average consumer. Because it's tracked, you don't need to pay someone to move your money for you. There also are no chargebacks, which means merchants aren't getting scammed and passing those costs onto consumers. Theft costs everyone money. It's also very fast--transactions confirm in just 10 minutes, regardless of size or where it's going. Transferring dollars from here to China is very difficult--transferring Bitcoin? Just as easy as from anywhere else to anywhere.
My job is a mix of voodoo, intuition, science, and news. In USD, my percentage return calculated from investment to current valuation is about 300% over a little more than 2 months.
No, just gambling. In BTC, my percentage return calculated from investment to current valuation is about 425% over a little more than 2 months.
Anyway, how have the profits been from start to finish compared to the market? Using my average per-coin buy-in price, if I had just bought-and-held, I would have lost about 27% of my initial investment value.
Are you willing to disclose how much you have in your trading portfolio/what kind of profit you turn both % and $ wise? In USD, my percentage return calculated from investment to current valuation is about 300% over a little more than 2 months.
In BTC, my percentage return calculated from investment to current valuation is about 425% over a little more than 2 months.
Using my average per-coin buy-in price, if I had just bought-and-held, I would have lost about 27% of my initial investment value.
What would you say is the easiest method of shorting bitcoin or any other coin? For shorting Bitcoin or Litecoin, check here.
For other coins, there isn't really a good way yet, to the best of my knowledge. A few exchanges have plans to add short-selling, but Bitfinex is really the only one I know of that has.
What did you have for breakfast today. Didn't breakfast, was delicious.
Hey Ben, I know next to nothing about Bitcoin. I went to /bitcoin after seeing this AMA on your FB, and I noticed that everyone is going apeshit over "Gox". I have no idea what that means or why everyone is so sad/angry/suicidal. MtGox (which originally stood for Magic the Gathering Online eXchange) was the first prominent Bitcoin exchange. They've been going through some rather rough times lately, some of which I was an early cataloguer of here. In short, everyone is freaking out because the exchange may be insolvent. It's not really a big deal to Bitcoin as a whole, but it's certainly an obvious blow to credibility. In my view, people are primarily upset because MtGox has been a part of Bitcoin for a very long time, and it can be hard to let go of what we're used to. I expect that they will either fix the issues or will go out of business officially very soon.
Please explain what happened.
Tell me every artist in your iTunes. Daft Punk, detektivbyrån, Kid Cudi, Matisyahu, The White Panda.
Spotify for life, yo.
Follow up question, what % are you in BTC vs Fiat and when you are on the losing side of a trade do you find your self dumping in more to get right or do you pull the cord Unless my positions are on different exchanges or in different coins, they're all always 100% of what I'll put into that trade at entrance and exit. As a result, I end up with a binary choice: stay or reduce/close. I very rarely reduce position size, nearly always preferring to just end the position instead.
Last updated: 2014-02-25 04:57 UTC
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