| _repo | _comment | _{created_at} | _{last_commit} | _{star_count} | _{repo_status} | _rating | |:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------------------------|:--------------------------|:------------------------|:------------------------------------|:--------------------| | _{[Hands-On-Machine-Learning-for-Algorithmic-Trading](https://github.com/PacktPublishing/Hands-On-Machine-Learning-for-Algorithmic-Trading)} | _{repo for book [hands-on-machine learning for algorithmic trading](https://www.packtpub.com/product/hands-on-machine-learning-for-algorithmic-trading/9781789346411) covering topic from data/unsupervised learning/NPL/RNN & CNN/reinforcement learning etc. Leverage zipline|alphalens|sklearn|openai-gym etc as well. Good references to have} | _{5/7/19 11:04} | _{1/19/21 7:51} | _600.0 | _{:heavy_check_mark:} | _:star:x5 | | _{[CryptoBot](https://github.com/AdeelMufti/CryptoBot)} | _{Hard fork of [bitpredit](https://github.com/cbyn/bitpredict) and form the trading strategy as a classification problem with -1 (sell) 0 (hold) 1 (buy). Models used are XGBClassifier/RandomForest/GradientBoosting. Not mentained} | _{1/17/17 12:44} | _{1/17/17 12:48} | _234.0 | _{:heavy_multiplication_x:} | _:star:x2 | | _{[Trend Following](http://inseaddataanalytics.github.io/INSEADAnalytics/ExerciseSet2.html)} | _{A futures trend following portfolio investment strategy.} | _nan | _nan | _nan | _{:heavy_check_mark:} | | | _{[awesome-ai-in-finance](https://github.com/georgezouq/awesome-ai-in-finance)} | _NEW | _{8/29/18 2:07} | _{11/27/20 9:43} | _941.0 | _{:heavy_check_mark:} | | | _{[Scikit-learn Stock Prediction](https://github.com/robertmartin8/MachineLearningStocks)} | _{Using python and scikit-learn to make stock predictions.} | _{2/12/17 4:50} | _{2/4/21 3:48} | _931.0 | _{:heavy_check_mark:} | | | _{[AlphaPy](https://github.com/ScottfreeLLC/AlphaPy)} | _NEW | _{2/14/16 0:47} | _{2/8/21 21:35} | _576.0 | _{:heavy_check_mark:} | | | _{[MathAndScienceNotes](https://github.com/melling/MathAndScienceNotes)} | _{Collections of news/articles on various topics including quant trading and machine learning. Some articles are from [ycombinator message board](https://news.ycombinator.com/news) and [rediit algotrading forum](https://www.reddit.com/r/algotrading/)} | _{3/11/16 19:13} | _{12/21/20 3:54} | _460.0 | _{:heavy_check_mark:} | | | _{[Fundamental LT Forecasts](https://github.com/Hvass-Labs/FinanceOps)} | _{Research in investment finance for long term forecasts.} | _{7/22/18 8:14} | _{2/17/21 14:39} | _383.0 | _{:heavy_check_mark:} | | | _{[stock-trading-ml](https://github.com/yacoubb/stock-trading-ml)} | _NEW | _{10/10/19 9:44} | _{10/12/19 11:38} | _340.0 | _{:heavy_check_mark:} | | | _{[Mixture Models I](https://github.com/BlackArbsCEO/Mixture_Models)} | _{Mixture models to predict market bottoms.} | _{3/20/17 18:54} | _{4/25/17 23:35} | _31.0 | _{:heavy_multiplication_x:} | | | _{[finance_ml](https://github.com/jjakimoto/finance_ml)} | _NEW | _{6/29/18 21:21} | _{2/18/19 12:34} | _282.0 | _{:heavy_multiplication_x:} | | | _{[Machine-Learning-for-Algorithmic-Trading-Second-Edition_Original](https://github.com/PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Second-Edition_Original)} | _NEW | _{11/15/19 8:51} | _{1/21/21 7:56} | _279.0 | _{:heavy_check_mark:} | | | _{[Machine-Learning-and-AI-in-Trading](https://github.com/PyPatel/Machine-Learning-and-AI-in-Trading)} | _NEW | _{8/30/17 6:14} | _{10/29/19 8:14} | _261.0 | _{:heavy_check_mark:} | | | _{[ML_Finance_Codes](https://github.com/mfrdixon/ML_Finance_Codes)} | _NEW | _{9/27/19 16:13} | _{6/13/20 21:20} | _250.0 | _{:heavy_check_mark:} | | | _{[mlfinlab](https://github.com/hudson-and-thames/mlfinlab)} | _NEW | _{2/13/19 16:57} | _{4/12/21 10:50} | _2295.0 | _{:heavy_check_mark:} | | | _{[mosquito](https://github.com/miro-ka/mosquito)} | _NEW | _{6/18/17 19:57} | _{3/14/21 22:22} | _220.0 | _{:heavy_check_mark:} | | | _{[Short-Term Movement Cues](https://github.com/anfederico/Clairvoyant)} | _{Identify social/historical cues for short term stock movement.} | _{9/12/16 18:38} | _{8/29/18 20:27} | _2166.0 | _{:heavy_multiplication_x:} | | | _{[Machine-Learning-For-Finance](https://github.com/anthonyng2/Machine-Learning-For-Finance)} | _NEW | _{7/11/17 9:09} | _{2/21/18 5:36} | _205.0 | _{:heavy_multiplication_x:} | | | _{[Machine-Learning-for-Finance](https://github.com/PacktPublishing/Machine-Learning-for-Finance)} | _NEW | _{3/15/18 6:28} | _{1/14/21 15:58} | _180.0 | _{:heavy_check_mark:} | | | _{[Stock.Indicators](https://github.com/DaveSkender/Stock.Indicators)} | _NEW | _{12/29/19 5:18} | _{4/11/21 19:17} | _175.0 | _{:heavy_check_mark:} | | | _{[Pattern-Recognition-for-Forex-Trading](https://github.com/PythonProgramming/Pattern-Recognition-for-Forex-Trading)} | _NEW | _{3/26/15 2:22} | _{3/26/15 2:33} | _173.0 | _{:heavy_multiplication_x:} | | | _{[Machine-Learning-for-Algorithmic-Trading-Bots-with-Python](https://github.com/PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Bots-with-Python)} | _NEW | _{12/6/18 11:35} | _{1/18/21 6:40} | _172.0 | _{:heavy_check_mark:} | | | _{[Mixture Models II](https://github.com/BlackArbsCEO/mixture_model_trading_public)} | _{Mixture models and stock trading.} | _{12/11/17 17:05} | _{5/13/20 23:50} | _166.0 | _{:heavy_check_mark:} | | | _{[surpriver](https://github.com/tradytics/surpriver)} | _NEW | _{8/30/20 7:56} | _{9/21/20 4:32} | _1189.0 | _{:heavy_check_mark:} | | | _{[botflow](https://github.com/kkyon/botflow)} | _NEW | _{8/20/18 3:13} | _{5/23/19 14:40} | _1165.0 | _{:heavy_check_mark:} | | | _{[fin-ml](https://github.com/tatsath/fin-ml)} | _NEW | _{5/10/20 0:25} | _{1/23/21 17:15} | _116.0 | _{:heavy_check_mark:} | | | _{[Microservices-Based-Algorithmic-Trading-System](https://github.com/saeed349/Microservices-Based-Algorithmic-Trading-System)} | _NEW | _{1/6/20 0:21} | _{3/31/20 13:02} | _104.0 | _{:heavy_check_mark:} | | | _{[Speculator](https://github.com/amicks/Speculator)} | _NEW | _{9/3/17 17:43} | _{9/12/18 18:58} | _101.0 | _{:heavy_multiplication_x:} | | | _{[Awesome-Quant-Machine-Learning-Trading](https://github.com/grananqvist/Awesome-Quant-Machine-Learning-Trading)} | _NEW | _{11/5/18 21:09} | _{10/8/20 16:48} | _1005.0 | _{:heavy_check_mark:} | |