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Guy Gentile || True Facts about Placing a Stop-loss in Online Trading
submitted by Guy Gentile
one of the best Day Trader and blogging expert from Puerto Rico. Here in this blog he provide some important facts about placing a stop-loss in online trading.
Traders will do a lot of things to avoid losing trade. One of those and an essential step in every online trade is placing a stop-loss. Online trading is as risky as it is lucrative. Some trades will cause you to incur losses, even when you executed them perfectly! Price movements are unpredictable. The irony, however, lies in the fact that without taking risks, you won't make a good winning. So to ensure these risks don't turn into losses, stop orders are placed. With a stop-loss order placed at $50, whenever the market falls to $50, or you incur losses of that value, it will automatically pull you out of a trade to prevent further damage to your capital.
Here are 4 facts about stop losses you ought to know beforehand:
1) Don't Place Mental Stop-Losses:
Seeing professionals study a market in their heads and place a stop-loss in their minds, is a nice plot for a movie. In real life, this seldom plays out; and even if it does, it is due to sheer luck! Although possible, mental placements of stop orders require a lot of experience and a strong understanding of price movements. Place actual stop orders, till you are amply experienced and skilled.
2) Stop Orders Divert Your Attention:
When you first enter the online trading markets, your eyes are fixated on profits. The desire to win is what brings you to foreign exchange, and 7 out of 10 times, this desire is what births losses. Stop-losses do a great job of capturing your attention to the negative side of each trade. This makes you focus more on avoiding losing money rather than chasing it.
3) Stops Ensure You Don't Get Carried Away:
You are like a hot air balloon, waiting to take off, and a stop is an anchor holding you down. Getting carried away is a common trend noticed in Forex. One profit will push you to take more risks and attain another, and this cycle will go on endlessly. With a stop order in place, you avoid overinvesting and overtrading.
4) Be Precise With Stop Placement:
Trading is a field of experimentation. From picking the best currency pair to finding the most profitable strategy, it's all trial and error. Most traders experiment even with stop orders! While on a good day you might escape bad trades, some days you won't. Without precise placement of these, you can suffer huge losses. Place stop-losses exactly where trends indicate a price collapse.
Be it online, stock, or CFD trading, the element of risk remains the same. A bad trade can effortlessly topple the good ones! Only with proper placement of stop-losses can you expect to emerge successfully.
For more Tips and updates keep following
guygentiletrader to u/guygentiletrader [link] [comments] Market Makers Tin Foil Hat
Came across couple threads on here about people discussing SL hunting Market Makers and quite a few said that all this is baloney... Since its Friday and I just finished analyzing the screws ups of the week, I decided to write a short post about the matter from my experience as my PERSONAL opinion.
To begin with, Stock Trading and Options communities have a general consensus that some kind of 'shady activities' occur. It's actually almost a mainstream idea, thanks to movies like Wolf of Wallstreet and people like Musky with his 'funding secured'. Along with countless other charged and non charged insider trading individuals and entities.
I imagine I don’t have to explain the ‘crypto’ market a place where they actually run ads to join a group and then pump and dump some shitty coin.
Anyway enough of other folks, lets move on to Forex. To cut it simply, Banks have already been caught red handed collaborating in chat rooms on how to manipulate the price to their advantage. (
So this should answer your question if there WAS Market Maker who moved markets.... Yes there was and its not some conspiracy theory, they've been found, charged, fined. Its up to you to decide if this is still going on or just stopped overnight.
Do these people SL hunt your individual positions? No, but what they do is seek liquidity... Chances are, you have placed SL after your usual textbook analysis at a major support/resistance as many other retailers... Experienced Whale traders at CITI, JP etc know where you have these SL. They also know where you most likely placed your pending buy/sell with tight SL. All they have to do is drive the price enough to take out all of the above and stopped out positions will fuel their direction... Combine that with creation of some 'other pattern' and you have bunch of other people jumping on the train going same directions as the institutional trader. Job done.
Now onto the Brokers.
From my experience, there is no such thing as a good Market Maker Broker... Yes there are absolute awful unregulated ones with dealing desk where you will most likely never withdraw any profits and some not so bad ones like Oanda, Forex without a dealing desk.
Ask how Oanda, Forex.com make their money... They will tell you its by spreads... Open up Oanda and check out average spreads and go to 'maximum' ... You will see some rather crazy spreads during news that if you ever traded on ECN would seem alien to you... Same goes to Rollover... Its up to you to decide if these things are just because Oanda and Gain have liquidity providers that are extremely in-flexible or.....
Lets not go far for a recent example, just open up EUUSD 1Minute chart of todays closing. ECN broker closed today at 1.6220 vs 1.6225 aka 0.5 pip spread and thats as high as the price went in last closing minutes... Spread did not jump anywhere much really - I was there to watch it.
Now lets open up Oanda chart on Tradingview... What do we see here? A spike to 1.16262 on last minute - now lets go and check Oandas maximum spread at this exact time, we find that it is exactly 6 pips.
Lets look at the chart again and think where a small time 'retail trader' that trades on small TF's would put their SL. Probably at 1.16254, 1.16282, 1.16293 area and lastly (same as me) 1.16323 area... Neither one of these would have been hit if you traded with ECN Broker... All of these with exception of last one (would be a really close call) would have been hit by Oanda or Forex.com today. Again its up to you to decide if this is just because Gain and Oanda have such 'interesting' liquidity providers or a broker that makes money on spreads is... you know... making money on spreads...
So here is my 2 cents... This again is my personal opinion.
Mozdar to Forex [link]
[comments] In response to : Are you embarrased to be trading for a living ?
NO, you should not be embarrased to be trading for a living.
He is talking as if you have a choice between trading and burger flipping. Not everyone makes money by trading. Its approximately a 0 sum game. Almost all traders loose money in the market and go back to burger flipping. Those who stay for 30 years are very very few.
I think Wolf of the Wallstreet gives a very wrong Impression. Those guys in the movie are not traders, they were brokers.
Traders have to work hard and are very disciplined, and yes they do help in discovering the price.
You think the trader who sits in the bank can manipulate by trading 10 billion dollars. NO, he can't because he needs to get out of the market too. The quotes that you see on your screen have market depth of only a few million dollars. If you open a trade in billions, it will move the market. And if he guesses the market wrong he will loose money too. You will be surprised how evenly balanced the game is, big boys don't make money just because they have the big money.
You are contributing by placing the right trades. Think about it :
When a trader places the trade market moves, but by how much? Idk, but it moves differently at different prices. If you buy in bullish sentiment the market will rally with you. If you sell in bullish sentiment it will just eat your trade like a biscuit. Are you getting the Idea.
If big fish buys at the wrong time, the market will move less in his favor. But if that bitch realises she is wrong, and then tries getting out at wrong time, the market will move like crazy against it. The Big fish will loose money.
As you can see the smart small traders are playing a role by buying at the right places. It does not matterhow much you trade. What matters is the amount of money you make. The more money you make, more you contribute. Ofcourse its easier to make more money if you have more already. But then again you did not get that trading capital in charity. You started by flipping burgers and saved every penny. And you are risking that hard earned money for your trades. Note the word risk, its not like you are just getting paid for talking shit about the markets and all.
Also HFT's are mostly used for doing "burger fliiping type tasks of trading" like arbitrage ( where speed matters). You are stupid of you think billions of dollars of trades can be entered and exited in fraction of seconds.
I know where this question is coming from : you want to know what you are contributing to the society for which you are getting paid. This is a valid question, When I work for someone, I ask myself If I am creating enough value for my employer.
Yes you are creating value if you are making money, as a trader your job is to make money.
Read Market Wizards and try to earse that Wolf of Wallstreet picture of traders from mind.
Disclaimer : I am still flipping burgers. But I read and spend time thinking on forex everyday. I do not trade because I do not have risk capital, I am 22 and still creating a safety net.
-ctoik- to Forex [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 296 points, 24 submissions: tuckerbalch Project 2 Megathread (optimize_something) (33 points, 475 comments) project 3 megathread (assess_learners) (27 points, 1130 comments) For online students: Participation check #2 (23 points, 47 comments) ML / Data Scientist internship and full time job opportunities (20 points, 36 comments) Advance information on Project 3 (19 points, 22 comments) participation check #3 (19 points, 29 comments) manual_strategy project megathread (17 points, 825 comments) project 4 megathread (defeat_learners) (15 points, 209 comments) project 5 megathread (marketsim) (15 points, 484 comments) QLearning Robot project megathread (12 points, 691 comments) 278 points, 17 submissions: davebyrd A little more on Pandas indexing/slicing ( vs ix vs iloc vs loc) and numpy shapes (37 points, 10 comments) Project 1 Megathread (assess_portfolio) (34 points, 466 comments) marketsim grades are up (25 points, 28 comments) Midterm stats (24 points, 32 comments) Welcome to CS 7646 MLT! (23 points, 132 comments) How to interact with TAs, discuss grades, performance, request exceptions... (18 points, 31 comments) assess_portfolio grades have been released (18 points, 34 comments) Midterm grades posted to T-Square (15 points, 30 comments) Removed posts (15 points, 2 comments) assess_portfolio IMPORTANT README: about sample frequency (13 points, 26 comments) 118 points, 17 submissions: yokh_cs7646 Exam 2 Information (39 points, 40 comments) Reformat Assignment Pages? (14 points, 2 comments) What did the real-life Michael Burry have to say? (13 points, 2 comments) PSA: Read the Rubric carefully and ahead-of-time (8 points, 15 comments) How do I know that I'm correct and not just lucky? (7 points, 31 comments) ML Papers and News (7 points, 5 comments) What are "question pools"? (6 points, 4 comments) Explanation of "Regression" (5 points, 5 comments) GT Github taking FOREVER to push to..? (4 points, 14 comments) Dead links on the course wiki (3 points, 2 comments) 67 points, 13 submissions: harshsikka123 To all those struggling, some words of courage! (20 points, 18 comments) Just got locked out of my apartment, am submitting from a stairwell (19 points, 12 comments) Thoroughly enjoying the lectures, some of the best I've seen! (13 points, 13 comments) Just for reference, how long did Assignment 1 take you all to implement? (3 points, 31 comments) Grade_Learners Taking about 7 seconds on Buffet vs 5 on Local, is this acceptable if all tests are passing? (2 points, 2 comments) 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) Still not seeing an ML4T onboarding test on ProctorTrack (2 points, 10 comments) Any news on when Optimize_Something grades will be released? (1 point, 1 comment) Baglearner RMSE and leaf size? (1 point, 2 comments) My results are oh so slightly off, any thoughts? (1 point, 11 comments) 63 points, 10 submissions: htrajan Sample test case: missing data (22 points, 36 comments) Optimize_something test cases (13 points, 22 comments) Met Burt Malkiel today (6 points, 1 comment) Heads up: Dataframe.std != np.std (5 points, 5 comments) optimize_something: graph (5 points, 29 comments) Schedule still reflecting shortened summer timeframe? (4 points, 3 comments) Quick clarification about InsaneLearner (3 points, 8 comments) Test cases using rfr? (3 points, 5 comments) Input format of rfr (2 points, 1 comment) [Shameless recruiting post] Wealthfront is hiring! (0 points, 9 comments) 62 points, 7 submissions: swamijay defeat_learner test case (34 points, 38 comments) Project 3 test cases (15 points, 27 comments) Defeat_Learner - related questions (6 points, 9 comments) Options risk/reward (2 points, 0 comments) manual strategy - you must remain in the position for 21 trading days. (2 points, 9 comments) standardizing values (2 points, 0 comments) technical indicators - period for moving averages, or anything that looks past n days (1 point, 3 comments) 61 points, 9 submissions: gatech-raleighite Protip: Better reddit search (22 points, 9 comments) Helpful numpy array cheat sheet (16 points, 10 comments) In your experience Professor, Mr. Byrd, which strategy is "best" for trading ? (12 points, 10 comments) Industrial strength or mature versions of the assignments ? (4 points, 2 comments) What is the correct (faster) way of doing this bit of pandas code (updating multiple slice values) (2 points, 10 comments) What is the correct (pythonesque?) way to select 60% of rows ? (2 points, 11 comments) How to get adjusted close price for funds not publicly traded (TSP) ? (1 point, 2 comments) Is there a way to only test one or 2 of the learners using grade_learners.py ? (1 point, 10 comments) OMS CS Digital Career Seminar Series - Scott Leitstein recording available online? (1 point, 4 comments) 60 points, 2 submissions: reyallan [Project Questions] Unit Tests for assess_portfolio assignment (58 points, 52 comments) Financial data, technical indicators and live trading (2 points, 8 comments) 59 points, 12 submissions: dyllll Please upvote helpful posts and other advice. (26 points, 1 comment) Books to further study in trading with machine learning? (14 points, 9 comments) Is Q-Learning the best reinforcement learning method for stock trading? (4 points, 4 comments) Any way to download the lessons? (3 points, 4 comments) Can a TA please contact me? (2 points, 7 comments) Is the vectorization code from the youtube video available to us? (2 points, 2 comments) Position of webcam (2 points, 15 comments) Question about assignment one (2 points, 5 comments) Are udacity quizzes recorded? (1 point, 2 comments) Does normalization of indicators matter in a Q-Learner? (1 point, 7 comments) 56 points, 2 submissions: jan-laszlo Proper git workflow (43 points, 19 comments) Adding you SSH key for password-less access to remote hosts (13 points, 7 comments) 53 points, 1 submission: agifft3_omscs [Project Questions] Unit Tests for optimize_something assignment (53 points, 94 comments) 50 points, 16 submissions: BNielson Regression Trees (7 points, 9 comments) Two Interpretations of RFR are leading to two different possible Sharpe Ratios -- Need Instructor clarification ASAP (5 points, 3 comments) PYTHONPATH=../:. python grade_analysis.py (4 points, 7 comments) Running on Windows and PyCharm (4 points, 4 comments) Studying for the midterm: python questions (4 points, 0 comments) Assess Learners Grader (3 points, 2 comments) Manual Strategy Grade (3 points, 2 comments) Rewards in Q Learning (3 points, 3 comments) SSH/Putty on Windows (3 points, 4 comments) Slight contradiction on ProctorTrack Exam (3 points, 4 comments) 49 points, 7 submissions: j0shj0nes QLearning Robot - Finalized and Released Soon? (18 points, 4 comments) Flash Boys, HFT, frontrunning... (10 points, 3 comments) Deprecations / errata (7 points, 5 comments) Udacity lectures via GT account, versus personal account (6 points, 2 comments) Python: console-driven development (5 points, 5 comments) Buffet pandas / numpy versions (2 points, 2 comments) Quant research on earnings calls (1 point, 0 comments) 45 points, 11 submissions: Zapurza Suggestion for Strategy learner mega thread. (14 points, 1 comment) Which lectures to watch for upcoming project q learning robot? (7 points, 5 comments) In schedule file, there is no link against 'voting ensemble strategy'? Scheduled for Nov 13-20 week (6 points, 3 comments) How to add questions to the question bank? I can see there is 2% credit for that. (4 points, 5 comments) Scratch paper use (3 points, 6 comments) The big short movie link on you tube says the video is not available in your country. (3 points, 9 comments) Distance between training data date and future forecast date (2 points, 2 comments) News affecting stock market and machine learning algorithms (2 points, 4 comments) pandas import in pydev (2 points, 0 comments) Assess learner server error (1 point, 2 comments) 43 points, 23 submissions: chvbs2000 Is the Strategy Learner finalized? (10 points, 3 comments) Test extra 15 test cases for marketsim (3 points, 12 comments) Confusion between the term computing "back-in time" and "going forward" (2 points, 1 comment) How to define "each transaction"? (2 points, 4 comments) How to filling the assignment into Jupyter Notebook? (2 points, 4 comments) IOError: File ../data/SPY.csv does not exist (2 points, 4 comments) Issue in Access to machines at Georgia Tech via MacOS terminal (2 points, 5 comments) Reading data from Jupyter Notebook (2 points, 3 comments) benchmark vs manual strategy vs best possible strategy (2 points, 2 comments) global name 'pd' is not defined (2 points, 4 comments) 43 points, 15 submissions: shuang379 How to test my code on buffet machine? (10 points, 15 comments) Can we get the ppt for "Decision Trees"? (8 points, 2 comments) python question pool question (5 points, 6 comments) set up problems (3 points, 4 comments) Do I need another camera for scanning? (2 points, 9 comments) Is chapter 9 covered by the midterm? (2 points, 2 comments) Why grade_analysis.py could run even if I rm analysis.py? (2 points, 5 comments) python question pool No.48 (2 points, 6 comments) where could we find old versions of the rest projects? (2 points, 2 comments) where to put ml4t-libraries to install those libraries? (2 points, 1 comment) 42 points, 14 submissions: larrva is there a mistake in How-to-learn-a-decision-tree.pdf (7 points, 7 comments) maximum recursion depth problem (6 points, 10 comments) [Urgent]Unable to use proctortrack in China (4 points, 21 comments) manual_strategynumber of indicators to use (3 points, 10 comments) Assignment 2: Got 63 points. (3 points, 3 comments) Software installation workshop (3 points, 7 comments) question regarding functools32 version (3 points, 3 comments) workshop on Aug 31 (3 points, 8 comments) Mount remote server to local machine (2 points, 2 comments) any suggestion on objective function (2 points, 3 comments) 41 points, 8 submissions: Ran__Ran Any resource will be available for final exam? (19 points, 6 comments) Need clarification on size of X, Y in defeat_learners (7 points, 10 comments) Get the same date format as in example chart (4 points, 3 comments) Cannot log in GitHub Desktop using GT account? (3 points, 3 comments) Do we have notes or ppt for Time Series Data? (3 points, 5 comments) Can we know the commission & market impact for short example? (2 points, 7 comments) Course schedule export issue (2 points, 15 comments) Buying/seeking beta v.s. buying/seeking alpha (1 point, 6 comments) 38 points, 4 submissions: ProudRamblinWreck Exam 2 Study topics (21 points, 5 comments) Reddit participation as part of grade? (13 points, 32 comments) Will birds chirping in the background flag me on Proctortrack? (3 points, 5 comments) Midterm Study Guide question pools (1 point, 2 comments) 37 points, 6 submissions: gatechben Submission page for strategy learner? (14 points, 10 comments) PSA: The grading script for strategy_learner changed on the 26th (10 points, 9 comments) Where is util.py supposed to be located? (8 points, 8 comments) PSA:. The default dates in the assignment 1 template are not the same as the examples on the assignment page. (2 points, 1 comment) Schedule: Discussion of upcoming trading projects? (2 points, 3 comments) [defeat_learners] More than one column for X? (1 point, 1 comment) 37 points, 3 submissions: jgeiger Please send/announce when changes are made to the project code (23 points, 7 comments) The Big Short on Netflix for OMSCS students (week of 10/16) (11 points, 6 comments) Typo(?) for Assess_portfolio wiki page (3 points, 2 comments) 35 points, 10 submissions: ltian35 selecting row using .ix (8 points, 9 comments) Will the following 2 topics be included in the final exam(online student)? (7 points, 4 comments) udacity quiz (7 points, 4 comments) pdf of lecture (3 points, 4 comments) print friendly version of the course schedule (3 points, 9 comments) about learner regression vs classificaiton (2 points, 2 comments) is there a simple way to verify the correctness of our decision tree (2 points, 4 comments) about Building an ML-based forex strategy (1 point, 2 comments) about technical analysis (1 point, 6 comments) final exam online time period (1 point, 2 comments) 33 points, 2 submissions: bhrolenok Assess learners template and grading script is now available in the public repository (24 points, 0 comments) Tutorial for software setup on Windows (9 points, 35 comments) 31 points, 4 submissions: johannes_92 Deadline extension? (26 points, 40 comments) Pandas date indexing issues (2 points, 5 comments) Why do we subtract 1 from SMA calculation? (2 points, 3 comments) 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) 30 points, 5 submissions: log_base_pi The Massive Hedge Fund Betting on AI [Article] (9 points, 1 comment) Useful Python tips and tricks (8 points, 10 comments) Video of overview of remaining projects with Tucker Balch (7 points, 1 comment) Will any material from the lecture by Goldman Sachs be covered on the exam? (5 points, 1 comment) What will the 2nd half of the course be like? (1 point, 8 comments) 30 points, 4 submissions: acschwabe Assignment and Exam Calendar (ICS File) (17 points, 6 comments) Please OMG give us any options for extra credit (8 points, 12 comments) Strategy learner question (3 points, 1 comment) Proctortrack: Do we need to schedule our test time? (2 points, 10 comments) 29 points, 9 submissions: _ant0n_ Next assignment? (9 points, 6 comments) Proctortrack Onboarding test? (6 points, 11 comments) Manual strategy: Allowable positions (3 points, 7 comments) Anyone watched Black Scholes documentary? (2 points, 16 comments) Buffet machines hardware (2 points, 6 comments) Defeat learners: clarification (2 points, 4 comments) Is 'optimize_something' on the way to class GitHub repo? (2 points, 6 comments) assess_portfolio(... gen_plot=True) (2 points, 8 comments) remote job != remote + international? (1 point, 15 comments) 26 points, 10 submissions: umersaalis comments.txt (7 points, 6 comments) Assignment 2: report.pdf (6 points, 30 comments) Assignment 2: report.pdf sharing & plagiarism (3 points, 12 comments) Max Recursion Limit (3 points, 10 comments) Parametric vs Non-Parametric Model (3 points, 13 comments) Bag Learner Training (1 point, 2 comments) Decision Tree Issue: (1 point, 2 comments) Error in Running DTLearner and RTLearner (1 point, 12 comments) 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) Can we add the assignments and solutions to our public github profile? (0 points, 7 comments) 26 points, 6 submissions: abiele Recommended Reading? (13 points, 1 comment) Number of Indicators Used by Actual Trading Systems (7 points, 6 comments) Software Install Instructions From TA's Video Not Working (2 points, 2 comments) Suggest that TA/Instructor Contact Info Should be Added to the Syllabus (2 points, 2 comments) ML4T Software Setup (1 point, 3 comments) Where can I find the grading folder? (1 point, 4 comments) 26 points, 6 submissions: tomatonight Do we have all the information needed to finish the last project Strategy learner? (15 points, 3 comments) Does anyone interested in cryptocurrency trading/investing/others? (3 points, 6 comments) length of portfolio daily return (3 points, 2 comments) Did Michael Burry, Jamie&Charlie enter the short position too early? (2 points, 4 comments) where to check participation score (2 points, 1 comment) Where to collect the midterm exam? (forgot to take it last week) (1 point, 3 comments) 26 points, 3 submissions: hilo260 Is there a template for optimize_something on GitHub? (14 points, 3 comments) Marketism project? (8 points, 6 comments) "Do not change the API" (4 points, 7 comments) 26 points, 3 submissions: niufen Windows Server Setup Guide (23 points, 16 comments) Strategy Learner Adding UserID as Comment (2 points, 2 comments) Connect to server via Python Error (1 point, 6 comments) 26 points, 3 submissions: whoyoung99 How much time you spend on Assess Learner? (13 points, 47 comments) Git clone repository without fork (8 points, 2 comments) Just for fun (5 points, 1 comment) 25 points, 8 submissions: SharjeelHanif When can we discuss defeat learners methods? (10 points, 1 comment) Are the buffet servers really down? (3 points, 2 comments) Are the midterm results in proctortrack gone? (3 points, 3 comments) Will these finance topics be covered on the final? (3 points, 9 comments) Anyone get set up with Proctortrack? (2 points, 10 comments) Incentives Quiz Discussion (2-01, Lesson 11.8) (2 points, 3 comments) Anyone from Houston, TX (1 point, 1 comment) How can I trace my error back to a line of code? (assess learners) (1 point, 3 comments) 25 points, 5 submissions: jlamberts3 Conda vs VirtualEnv (7 points, 8 comments) Cool Portfolio Backtesting Tool (6 points, 6 comments) Warren Buffett wins $1M bet made a decade ago that the S&P 500 stock index would outperform hedge funds (6 points, 12 comments) Windows Ubuntu Subsystem Putty Alternative (4 points, 0 comments) Algorithmic Trading Of Digital Assets (2 points, 0 comments) 25 points, 4 submissions: suman_paul Grade statistics (9 points, 3 comments) Machine Learning book by Mitchell (6 points, 11 comments) Thank You (6 points, 6 comments) Assignment1 ready to be cloned? (4 points, 4 comments) 25 points, 3 submissions: Spareo Submit Assignments Function (OS X/Linux) (15 points, 6 comments) Quantsoftware Site down? (8 points, 38 comments) ML4T_2017Spring folder on Buffet server?? (2 points, 5 comments) 24 points, 14 submissions: nelsongcg Is it realistic for us to try to build our own trading bot and profit? (6 points, 21 comments) Is the risk free rate zero for any country? (3 points, 7 comments) Models and black swans - discussion (3 points, 0 comments) Normal distribution assumption for options pricing (2 points, 3 comments) Technical analysis for cryptocurrency market? (2 points, 4 comments) A counter argument to models by Nassim Taleb (1 point, 0 comments) Are we demandas to use the sample for part 1? (1 point, 1 comment) Benchmark for "trusting" your trading algorithm (1 point, 5 comments) Don't these two statements on the project description contradict each other? (1 point, 2 comments) Forgot my TA (1 point, 6 comments) 24 points, 11 submissions: nurobezede Best way to obtain survivor bias free stock data (8 points, 1 comment) Please confirm Midterm is from October 13-16 online with proctortrack. (5 points, 2 comments) Are these DTlearner Corr values good? (2 points, 6 comments) Testing gen_data.py (2 points, 3 comments) BagLearner of Baglearners says 'Object is not callable' (1 point, 8 comments) DTlearner training RMSE none zero but almost there (1 point, 2 comments) How to submit analysis using git and confirm it? (1 point, 2 comments) Passing kwargs to learners in a BagLearner (1 point, 5 comments) Sampling for bagging tree (1 point, 8 comments) code failing the 18th test with grade_learners.py (1 point, 6 comments) 24 points, 4 submissions: AeroZach questions about how to build a machine learning system that's going to work well in a real market (12 points, 6 comments) Survivor Bias Free Data (7 points, 5 comments) Genetic Algorithms for Feature selection (3 points, 5 comments) How far back can you train? (2 points, 2 comments) 23 points, 9 submissions: vsrinath6 Participation check #3 - Haven't seen it yet (5 points, 5 comments) What are the tasks for this week? (5 points, 12 comments) No projects until after the mid-term? (4 points, 5 comments) Format / Syllabus for the exams (2 points, 3 comments) Has there been a Participation check #4? (2 points, 8 comments) Project 3 not visible on T-Square (2 points, 3 comments) Assess learners - do we need to check is method implemented for BagLearner? (1 point, 4 comments) 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) RuntimeError: Invalid DISPLAY variable (1 point, 2 comments) 23 points, 8 submissions: nick_algorithm Help with getting Average Daily Return Right (6 points, 7 comments) Hint for args argument in scipy minimize (5 points, 2 comments) How do you make money off of highly volatile (high SDDR) stocks? (4 points, 5 comments) Can We Use Code Obtained from Class To Make Money without Fear of Being Sued (3 points, 6 comments) Is the Std for Bollinger Bands calculated over the same timespan of the Moving Average? (2 points, 2 comments) Can't run grade_learners.py but I'm not doing anything different from the last assignment (?) (1 point, 5 comments) How to determine value at terminal node of tree? (1 point, 1 comment) Is there a way to get Reddit announcements piped to email (or have a subsequent T-Square announcement published simultaneously) (1 point, 2 comments) 23 points, 1 submission: gong6 Is manual strategy ready? (23 points, 6 comments) 21 points, 6 submissions: amchang87 Reason for public reddit? (6 points, 4 comments) Manual Strategy - 21 day holding Period (4 points, 12 comments) Sharpe Ratio (4 points, 6 comments) Manual Strategy - No Position? (3 points, 3 comments) ML / Manual Trader Performance (2 points, 0 comments) T-Square Submission Missing? (2 points, 3 comments) 21 points, 6 submissions: fall2017_ml4t_cs_god PSA: When typing in code, please use 'formatting help' to see how to make the code read cleaner. (8 points, 2 comments) Why do Bollinger Bands use 2 standard deviations? (5 points, 20 comments) How do I log into the ? (3 points, [email protected] 1 comment) Is midterm 2 cumulative? (2 points, 3 comments) Where can we learn about options? (2 points, 2 comments) How do you calculate the analysis statistics for bps and manual strategy? (1 point, 1 comment) 21 points, 5 submissions: Jmitchell83 Manual Strategy Grades (12 points, 9 comments) two-factor (3 points, 6 comments) Free to use volume? (2 points, 1 comment) Is MC1-Project-1 different than assess_portfolio? (2 points, 2 comments) Online Participation Checks (2 points, 4 comments) 21 points, 5 submissions: Sergei_B Do we need to worry about missing data for Asset Portfolio? (14 points, 13 comments) How do you get data from yahoo in panda? the sample old code is below: (2 points, 3 comments) How to fix import pandas as pd ImportError: No module named pandas? (2 points, 4 comments) Python Practice exam Question 48 (2 points, 2 comments) Mac: "virtualenv : command not found" (1 point, 2 comments) 21 points, 3 submissions: mharrow3 First time reddit user .. (17 points, 37 comments) Course errors/types (2 points, 2 comments) Install course software on macOS using Vagrant .. (2 points, 0 comments) 20 points, 9 submissions: iceguyvn Manual strategy implementation for future projects (4 points, 15 comments) Help with correlation calculation (3 points, 15 comments) Help! maximum recursion depth exceeded (3 points, 10 comments) Help: how to index by date? (2 points, 4 comments) How to attach a 1D array to a 2D array? (2 points, 2 comments) How to set a single cell in a 2D DataFrame? (2 points, 4 comments) Next assignment after marketsim? (2 points, 4 comments) Pythonic way to detect the first row? (1 point, 6 comments) Questions regarding seed (1 point, 1 comment) 20 points, 3 submissions: JetsonDavis Push back assignment 3? (10 points, 14 comments) Final project (9 points, 3 comments) Numpy versions (1 point, 2 comments) 20 points, 2 submissions: pharmerino assess_portfolio test cases (16 points, 88 comments) ML4T Assignments (4 points, 6 comments) Top Commenters tuckerbalch (2296 points, 1185 comments) davebyrd (1033 points, 466 comments) yokh_cs7646 (320 points, 177 comments) rgraziano3 (266 points, 147 comments) j0shj0nes (264 points, 148 comments) i__want__piazza (236 points, 127 comments) swamijay (227 points, 116 comments) _ant0n_ (205 points, 149 comments) ml4tstudent (204 points, 117 comments) gatechben (179 points, 107 comments) BNielson (176 points, 108 comments) jameschanx (176 points, 94 comments) Artmageddon (167 points, 83 comments) htrajan (162 points, 81 comments) boyko11 (154 points, 99 comments) alyssa_p_hacker (146 points, 80 comments) log_base_pi (141 points, 80 comments) Ran__Ran (139 points, 99 comments) johnsmarion (136 points, 86 comments) jgorman30_gatech (135 points, 102 comments) dyllll (125 points, 91 comments) MikeLachmayr (123 points, 95 comments) awhoof (113 points, 72 comments) SharjeelHanif (106 points, 59 comments) larrva (101 points, 69 comments) augustinius (100 points, 52 comments) oimesbcs (99 points, 67 comments) vansh21k (98 points, 62 comments) W1redgh0st (97 points, 70 comments) ybai67 (96 points, 41 comments) JuanCarlosKuriPinto (95 points, 54 comments) acschwabe (93 points, 58 comments) pharmerino (92 points, 47 comments) jgeiger (91 points, 28 comments) Zapurza (88 points, 70 comments) jyoms (87 points, 55 comments) omscs_zenan (87 points, 44 comments) nurobezede (85 points, 64 comments) BelaZhu (83 points, 50 comments) jason_gt (82 points, 36 comments) shuang379 (81 points, 64 comments) ggatech (81 points, 51 comments) nitinkodial_gatech (78 points, 59 comments) harshsikka123 (77 points, 55 comments) bkeenan7 (76 points, 49 comments) moxyll (76 points, 32 comments) nelsongcg (75 points, 53 comments) nickzelei (75 points, 41 comments) hunter2omscs (74 points, 29 comments) pointblank41 (73 points, 36 comments) zheweisun (66 points, 48 comments) bs_123 (66 points, 36 comments) storytimeuva (66 points, 36 comments) sva6 (66 points, 31 comments) bhrolenok (66 points, 27 comments) lingkaizuo (63 points, 46 comments) Marvel_this (62 points, 36 comments) agifft3_omscs (62 points, 35 comments) ssung40 (61 points, 47 comments) amchang87 (61 points, 32 comments) joshuak_gatech (61 points, 30 comments) fall2017_ml4t_cs_god (60 points, 50 comments) ccrouch8 (60 points, 45 comments) nick_algorithm (60 points, 29 comments) JetsonDavis (59 points, 35 comments) yjacket103 (58 points, 36 comments) hilo260 (58 points, 29 comments) coolwhip1234 (58 points, 15 comments) chvbs2000 (57 points, 49 comments) suman_paul (57 points, 29 comments) masterm (57 points, 23 comments) RolfKwakkelaar (55 points, 32 comments) rpb3 (55 points, 23 comments) venkatesh8 (54 points, 30 comments) omscs_avik (53 points, 37 comments) bman8810 (52 points, 31 comments) snladak (51 points, 31 comments) dfihn3 (50 points, 43 comments) mlcrypto (50 points, 32 comments) omscs-student (49 points, 26 comments) NellVega (48 points, 32 comments) booglespace (48 points, 23 comments) ccortner3 (48 points, 23 comments) caa5042 (47 points, 34 comments) gcalma3 (47 points, 25 comments) krushnatmore (44 points, 32 comments) sn_48 (43 points, 22 comments) thenewprofessional (43 points, 16 comments) urider (42 points, 33 comments) gatech-raleighite (42 points, 30 comments) chrisong2017 (41 points, 26 comments) ProudRamblinWreck (41 points, 24 comments) kramey8 (41 points, 24 comments) coderafk (40 points, 28 comments) niufen (40 points, 23 comments) tholladay3 (40 points, 23 comments) SaberCrunch (40 points, 22 comments) gnr11 (40 points, 21 comments) nadav3 (40 points, 18 comments) gt7431a (40 points, 16 comments) Top Submissions [Project Questions] Unit Tests for assess_portfolio assignment by reyallan (58 points, 52 comments) [Project Questions] Unit Tests for optimize_something assignment by agifft3_omscs (53 points, 94 comments) Proper git workflow by jan-laszlo (43 points, 19 comments) Exam 2 Information by yokh_cs7646 (39 points, 40 comments) A little more on Pandas indexing/slicing ( vs ix vs iloc vs loc) and numpy shapes by davebyrd (37 points, 10 comments) Project 1 Megathread (assess_portfolio) by davebyrd (34 points, 466 comments) defeat_learner test case by swamijay (34 points, 38 comments) Project 2 Megathread (optimize_something) by tuckerbalch (33 points, 475 comments) project 3 megathread (assess_learners) by tuckerbalch (27 points, 1130 comments) Deadline extension? by johannes_92 (26 points, 40 comments) Top Comments 34 points: jgeiger's comment in QLearning Robot project megathread 31 points: coolwhip1234's comment in QLearning Robot project megathread 30 points: tuckerbalch's comment in Why Professor is usually late for class? 23 points: davebyrd's comment in Deadline extension? 20 points: jason_gt's comment in What would be a good quiz question regarding The Big Short? 19 points: yokh_cs7646's comment in For online students: Participation check #2 17 points: i__want__piazza's comment in project 3 megathread (assess_learners) 17 points: nathakhanh2's comment in Project 2 Megathread (optimize_something) 17 points: pharmerino's comment in Midterm study Megathread 17 points: tuckerbalch's comment in Midterm grades posted to T-Square Generated with BBoe's Subreddit Stats ( Donate) subreddit_stats to subreddit_stats [link]
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