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completed review for other models

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Bin Yang
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@@ -200,16 +200,16 @@ Trend Following,http://inseaddataanalytics.github.io/INSEADAnalytics/ExerciseSet
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,Other Models,4/12/21 15:41,600,386,2,5/7/19 11:04,1/19/21 7:51,PacktPublishing/Hands-On-Machine-Learning-for-Algorithmic-Trading,active,5,39:24.6
Machine-Learning-for-Finance,https://github.com/PacktPublishing/Machine-Learning-for-Finance,repo for book [machine learning for finance](https://www.packtpub.com/product/machine-learning-for-finance/9781789136364) with heavier focus on machine learning and less on finance. Topics covered including computer vision/time series/nlp/generative models (i.e. autoencoder)/reinforcement learning/debugging ml systems,Other Models,4/8/21 16:54,180,122,4,3/15/18 6:28,1/14/21 15:58,PacktPublishing/Machine-Learning-for-Finance,active,3,39:24.6
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,Other Models,3/25/21 9:17,234,94,1,1/17/17 12:44,1/17/17 12:48,AdeelMufti/CryptoBot,inactive,2,39:24.6
finance_ml,https://github.com/jjakimoto/finance_ml,NEW,Other Models,4/8/21 15:28,282,117,1,6/29/18 21:21,2/18/19 12:34,jjakimoto/finance_ml,inactive,,39:24.6
Stock.Indicators,https://github.com/DaveSkender/Stock.Indicators,NEW,Other Models,4/12/21 10:47,175,64,9,12/29/19 5:18,4/11/21 19:17,DaveSkender/Stock.Indicators,active,,39:24.6
Machine-Learning-for-Algorithmic-Trading-Bots-with-Python,https://github.com/PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Bots-with-Python,NEW,Other Models,4/11/21 6:02,172,94,5,12/6/18 11:35,1/18/21 6:40,PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Bots-with-Python,active,,39:24.6
Microservices-Based-Algorithmic-Trading-System,https://github.com/saeed349/Microservices-Based-Algorithmic-Trading-System,NEW,Other Models,4/10/21 12:59,104,56,0,1/6/20 0:21,3/31/20 13:02,saeed349/Microservices-Based-Algorithmic-Trading-System,active,,39:24.6
awesome-ai-in-finance,https://github.com/georgezouq/awesome-ai-in-finance,NEW,Other Models,4/11/21 7:43,941,162,8,8/29/18 2:07,11/27/20 9:43,georgezouq/awesome-ai-in-finance,active,,39:24.6
Pattern-Recognition-for-Forex-Trading,https://github.com/PythonProgramming/Pattern-Recognition-for-Forex-Trading,NEW,Other Models,4/5/21 3:23,173,91,1,3/26/15 2:22,3/26/15 2:33,PythonProgramming/Pattern-Recognition-for-Forex-Trading,inactive,2,39:24.6
finance_ml,https://github.com/jjakimoto/finance_ml,unofficial repo based on [Advances in Financial Machine Learning](https://www.amazon.com/Advances-Financial-Machine-Learning-Marcos/dp/1119482089). It's incomplete and not updated,Other Models,4/8/21 15:28,282,117,1,6/29/18 21:21,2/18/19 12:34,jjakimoto/finance_ml,inactive,1,39:24.6
Stock.Indicators,https://github.com/DaveSkender/Stock.Indicators,list of technical indicators implemented in c#. Full list and explanation available [here](https://daveskender.github.io/Stock.Indicators/docs/INDICATORS.html). This list contains several indicators that ta-lib does not cover,Other Models,4/12/21 10:47,175,64,9,12/29/19 5:18,4/11/21 19:17,DaveSkender/Stock.Indicators,active,3,39:24.6
Machine-Learning-for-Algorithmic-Trading-Bots-with-Python,https://github.com/PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Bots-with-Python,code repo for [machine learning for algorithmic trading bots](https://www.packtpub.com/application-development/machine-learning-algorithmic-trading-bots-python-video) video series. Contains notebooks and deep dive using [zipline](https://github.com/quantopian/zipline),Other Models,4/11/21 6:02,172,94,5,12/6/18 11:35,1/18/21 6:40,PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Bots-with-Python,active,3,39:24.6
Microservices-Based-Algorithmic-Trading-System,https://github.com/saeed349/Microservices-Based-Algorithmic-Trading-System,docker based platfrom for developing algo trading strategies. Very interesting combinations of open source components were used including [backtrader](https://www.backtrader.com/) for backtest strategies / [mlflow](https://mlflow.org/) for managing the machine learning model life cycle (i.e. training and developing machine learning models) / [airflow](https://airflow.apache.org/) used as workflow management including schedule data download etc. / [superset](https://superset.apache.org/) web data visualization tool similar to tableau / [minio](https://min.io/) for fast object storage (i.e. storing saved models and model artifacts) / postgresql used to store security master and daily and minute data. Also contains some details on deployment on cloud,Other Models,4/10/21 12:59,104,56,0,1/6/20 0:21,3/31/20 13:02,saeed349/Microservices-Based-Algorithmic-Trading-System,active,5,39:24.6
awesome-ai-in-finance,https://github.com/georgezouq/awesome-ai-in-finance,curated list of books/online courses/papers on AI and finance. Topics include crypto trading strategies/ta/backter etc.,Other Models,4/11/21 7:43,941,162,8,8/29/18 2:07,11/27/20 9:43,georgezouq/awesome-ai-in-finance,active,3,39:24.6
Pattern-Recognition-for-Forex-Trading,https://github.com/PythonProgramming/Pattern-Recognition-for-Forex-Trading,repo for article [pattern recognization for forex trading](https://pythonprogramming.net/machine-learning-pattern-recognition-algorithmic-forex-stock-trading/) not very scalable and not maintained,Other Models,4/5/21 3:23,173,91,1,3/26/15 2:22,3/26/15 2:33,PythonProgramming/Pattern-Recognition-for-Forex-Trading,inactive,1,39:24.6
surpriver,https://github.com/tradytics/surpriver,Machine learning algo to detect anomaly in equities data. Uses sklearn [IsolationForest](https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.IsolationForest.html) model and price/volume based technical signals as features using [ta](https://github.com/bukosabino/ta) library. Opensourced by [tradytics](https://tradytics.com/). Code structures are less extensible,Other Models,4/12/21 12:27,1189,221,6,8/30/20 7:56,9/21/20 4:32,tradytics/surpriver,active,3,39:24.6
Awesome-Quant-Machine-Learning-Trading,https://github.com/grananqvist/Awesome-Quant-Machine-Learning-Trading,curated list of books/online courses/youtube videos/blogs/interviews/papers/code etc. Updates are pretty infrequent,Other Models,4/10/21 13:38,1005,319,3,11/5/18 21:09,10/8/20 16:48,grananqvist/Awesome-Quant-Machine-Learning-Trading,active,5,39:24.6
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/),Other Models,4/12/21 0:49,460,54,1,3/11/16 19:13,12/21/20 3:54,melling/MathAndScienceNotes,active,3,39:24.6
Mixture Models II,https://github.com/BlackArbsCEO/mixture_model_trading_public,Mixture models and stock trading.,Other Models,3/12/21 13:21,166,73,1,12/11/17 17:05,5/13/20 23:50,BlackArbsCEO/mixture_model_trading_public,active,,
Mixture Models II,https://github.com/BlackArbsCEO/mixture_model_trading_public,Mixture models and stock trading.,Other Models,3/12/21 13:21,166,73,1,12/11/17 17:05,5/13/20 23:50,BlackArbsCEO/mixture_model_trading_public,active,3,
botflow,https://github.com/kkyon/botflow,python dataflow programming framework. Similar and probably replaceable by sklearn.pipeline module. Uses [graphviz](https://graphviz.org/) for visiualization though not maintained with last commit over 3 years ago,Other Models,3/31/21 10:56,1165,102,8,8/20/18 3:13,5/23/19 14:40,kkyon/botflow,inactive,2,39:24.6
Machine Learning in Asset Management—Part 1: Portfolio Construction—Trading Strategies,https://jfds.pm-research.com/content/2/1/10,,Personal Papers,,,,,,,,,,
Machine Learning in Asset Management,https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3420952,,Personal Papers,,,,,,,,,,
1 name url comment category last_update star_count fork_count contributors_count created_at last_commit repo_path repo_status rating finml_added_date
200 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 Other Models 4/12/21 15:41 600 386 2 5/7/19 11:04 1/19/21 7:51 PacktPublishing/Hands-On-Machine-Learning-for-Algorithmic-Trading active 5 39:24.6
201 Machine-Learning-for-Finance https://github.com/PacktPublishing/Machine-Learning-for-Finance repo for book [machine learning for finance](https://www.packtpub.com/product/machine-learning-for-finance/9781789136364) with heavier focus on machine learning and less on finance. Topics covered including computer vision/time series/nlp/generative models (i.e. autoencoder)/reinforcement learning/debugging ml systems Other Models 4/8/21 16:54 180 122 4 3/15/18 6:28 1/14/21 15:58 PacktPublishing/Machine-Learning-for-Finance active 3 39:24.6
202 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 Other Models 3/25/21 9:17 234 94 1 1/17/17 12:44 1/17/17 12:48 AdeelMufti/CryptoBot inactive 2 39:24.6
203 finance_ml https://github.com/jjakimoto/finance_ml NEW unofficial repo based on [Advances in Financial Machine Learning](https://www.amazon.com/Advances-Financial-Machine-Learning-Marcos/dp/1119482089). It's incomplete and not updated Other Models 4/8/21 15:28 282 117 1 6/29/18 21:21 2/18/19 12:34 jjakimoto/finance_ml inactive 1 39:24.6
204 Stock.Indicators https://github.com/DaveSkender/Stock.Indicators NEW list of technical indicators implemented in c#. Full list and explanation available [here](https://daveskender.github.io/Stock.Indicators/docs/INDICATORS.html). This list contains several indicators that ta-lib does not cover Other Models 4/12/21 10:47 175 64 9 12/29/19 5:18 4/11/21 19:17 DaveSkender/Stock.Indicators active 3 39:24.6
205 Machine-Learning-for-Algorithmic-Trading-Bots-with-Python https://github.com/PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Bots-with-Python NEW code repo for [machine learning for algorithmic trading bots](https://www.packtpub.com/application-development/machine-learning-algorithmic-trading-bots-python-video) video series. Contains notebooks and deep dive using [zipline](https://github.com/quantopian/zipline) Other Models 4/11/21 6:02 172 94 5 12/6/18 11:35 1/18/21 6:40 PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Bots-with-Python active 3 39:24.6
206 Microservices-Based-Algorithmic-Trading-System https://github.com/saeed349/Microservices-Based-Algorithmic-Trading-System NEW docker based platfrom for developing algo trading strategies. Very interesting combinations of open source components were used including [backtrader](https://www.backtrader.com/) for backtest strategies / [mlflow](https://mlflow.org/) for managing the machine learning model life cycle (i.e. training and developing machine learning models) / [airflow](https://airflow.apache.org/) used as workflow management including schedule data download etc. / [superset](https://superset.apache.org/) web data visualization tool similar to tableau / [minio](https://min.io/) for fast object storage (i.e. storing saved models and model artifacts) / postgresql used to store security master and daily and minute data. Also contains some details on deployment on cloud Other Models 4/10/21 12:59 104 56 0 1/6/20 0:21 3/31/20 13:02 saeed349/Microservices-Based-Algorithmic-Trading-System active 5 39:24.6
207 awesome-ai-in-finance https://github.com/georgezouq/awesome-ai-in-finance NEW curated list of books/online courses/papers on AI and finance. Topics include crypto trading strategies/ta/backter etc. Other Models 4/11/21 7:43 941 162 8 8/29/18 2:07 11/27/20 9:43 georgezouq/awesome-ai-in-finance active 3 39:24.6
208 Pattern-Recognition-for-Forex-Trading https://github.com/PythonProgramming/Pattern-Recognition-for-Forex-Trading NEW repo for article [pattern recognization for forex trading](https://pythonprogramming.net/machine-learning-pattern-recognition-algorithmic-forex-stock-trading/) not very scalable and not maintained Other Models 4/5/21 3:23 173 91 1 3/26/15 2:22 3/26/15 2:33 PythonProgramming/Pattern-Recognition-for-Forex-Trading inactive 2 1 39:24.6
209 surpriver https://github.com/tradytics/surpriver Machine learning algo to detect anomaly in equities data. Uses sklearn [IsolationForest](https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.IsolationForest.html) model and price/volume based technical signals as features using [ta](https://github.com/bukosabino/ta) library. Opensourced by [tradytics](https://tradytics.com/). Code structures are less extensible Other Models 4/12/21 12:27 1189 221 6 8/30/20 7:56 9/21/20 4:32 tradytics/surpriver active 3 39:24.6
210 Awesome-Quant-Machine-Learning-Trading https://github.com/grananqvist/Awesome-Quant-Machine-Learning-Trading curated list of books/online courses/youtube videos/blogs/interviews/papers/code etc. Updates are pretty infrequent Other Models 4/10/21 13:38 1005 319 3 11/5/18 21:09 10/8/20 16:48 grananqvist/Awesome-Quant-Machine-Learning-Trading active 5 39:24.6
211 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/) Other Models 4/12/21 0:49 460 54 1 3/11/16 19:13 12/21/20 3:54 melling/MathAndScienceNotes active 3 39:24.6
212 Mixture Models II https://github.com/BlackArbsCEO/mixture_model_trading_public Mixture models and stock trading. Other Models 3/12/21 13:21 166 73 1 12/11/17 17:05 5/13/20 23:50 BlackArbsCEO/mixture_model_trading_public active 3
213 botflow https://github.com/kkyon/botflow python dataflow programming framework. Similar and probably replaceable by sklearn.pipeline module. Uses [graphviz](https://graphviz.org/) for visiualization though not maintained with last commit over 3 years ago Other Models 3/31/21 10:56 1165 102 8 8/20/18 3:13 5/23/19 14:40 kkyon/botflow inactive 2 39:24.6
214 Machine Learning in Asset Management—Part 1: Portfolio Construction—Trading Strategies https://jfds.pm-research.com/content/2/1/10 Personal Papers
215 Machine Learning in Asset Management https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3420952 Personal Papers