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georgezouq-awesome-deep-reinforcement-learning-in-finance

https://github.com/jmvines20/georgezouq-awesome-deep-reinforcement-learning-in-finance

Last synced: 3 days ago
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Papers
- Reinforcement Learning for Trading 1994
- THE THEORY OF SPECULATION L. BACHELIER 1900
- Brownian Motion in the Stock Market Osborne,1959
- Dragon-Kings, Black Swans and the Prediction of Crises Didier Sornette - kings” corresponding to meaningful outliers, which are found to coexist with power laws in the
- Dragon-Kings, Black Swans and the Prediction of Crises Didier Sornette - kings” corresponding to meaningful outliers, which are found to coexist with power laws in the
Strategies & Research
- AI
  - trump2cash
  - Personae
  - Quantitative-Trading - Trading
  - gym-trading - learning algorithmic trading models
  - zenbrain - learning bots
  - DeepLearningNotes
  - qtrader
  - PGPortfolio
- High Frequency Trading (HFT)
  - SGX-Full-OrderBook-Tick-Data-Trading-Strategy - frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.
  - HFT_Bitcoin
  - LSTM-Crypto-Price-Prediction - RNN for the use of a trading bot
  - tforce_btc_trader
  - Tensorflow-NeuroEvolution-Trading-Bot
  - gekkoga
  - Gekko_ANN_Strategies
  - gekko-neuralnet
  - bitcoin_prediction
- TA
  - Gekko-Bot-Resources
  - gekko_tools
  - gekko RSI_WR
  - gekko HL
  - EthTradingAlgorithm
  - gekko_trading_stuff
  - forex.analytics
  - Bitcoin_MACD_Strategy - MACD Crossover Trading Strategy Backtest
  - crypto-signal
  - Gekko-Strategies
  - gekko-gannswing
- Lottery & Gamble
  - LotteryPredict
- Arbitrage
  - ArbitrageBot
  - r2
  - cryptocurrency-arbitrage
  - bitcoin-arbitrage - opportunity detector
  - blackbird - neutral strategy
Data Sources
- Arbitrage
  - CryptoInscriber
  - Gekko-Datasets
Research Tools
- Arbitrage
  - JAQS
  - pyfolio
  - alphalens
  - empyrical
  - deprecated
  - zvt
Trading System (Back Test & Live trading)
- Traditional Market
  - zipline
  - rqalpha
  - backtrader
  - kungfu
  - pylivetrader
- Crypto Currencies
  - CoinMarketCapBacktesting
  - gekko - https://gekko.wizb.it/
  - zenbot - line cryptocurrency trading bot using Node.js and MongoDB.
  - bot18 - frequency cryptocurrency trading bot developed by Zenbot creator @carlos8f https://bot18.net/
  - magic8bot
  - catalyst - Assets in Python http://enigma.co
  - QuantResearchDev
  - abu
  - easytrader
  - Gekko-BacktestTool
  - MACD - Trader
- TA (Technical Analysis) Lib
  - pandas_talib
  - finta - Pandas (70+ indicators).
  - tulipnode
  - techan.js
- Exchange API
  - HuobiFeeder
  - ctpwrapper
Tutorials
- ML
AI Framework
- Quant
  - convnetjs
  - TensorForce
  - gym
  - Pavlov.js
  - baselines - quality implementations of reinforcement learning algorithms
  - prophet - linear growth.
- Visualizing
  - playground
  - netron
Articles
- Visualizing
Others
- Visualizing
  - zipline-tensorboard - and-zip…
  - gekko-quasar-ui
  - awesome-quant
  - awesome-quant-china
  - awesome-rl
Courses
- Overview of Advanced Methods of Reinforcement Learning in Finance

Programming Languages

Python 29 JavaScript 13 Jupyter Notebook 11 C++ 3 TypeScript 3 HTML 2 Perl 2 Vue 1 R 1 C 1

Categories

Strategies & Research 34 Trading System (Back Test & Live trading) 22 AI Framework 8 Research Tools 6 Articles 6 Tutorials 5 Papers 5 Others 5 Data Sources 2 Courses 1

Sub Categories

Arbitrage 13 Visualizing 13 Crypto Currencies 11 TA 11 High Frequency Trading (HFT) 9 AI 8 Quant 6 Traditional Market 5 ML 5 TA (Technical Analysis) Lib 4 Exchange API 2 Lottery & Gamble 1

Keywords

trading 14 trading-bot 13 python 11 bitcoin 11 cryptocurrency 11 algorithmic-trading 11 quant 9 machine-learning 9 trading-strategies 7 technical-analysis 7 stock 6 finance 6 quantitative-trading 5 bot 5 crypto 4 backtest 4 cryptocurrencies 4 gekko 4 nodejs 4 reinforcement-learning 4 algotrading 4 arbitrage 4 deep-learning 3 ethereum 3 trading-algorithms 3 trading-platform 3 backtesting-trading-strategies 3 fintech 3 pandas 3 backtesting 3 trade 3 historical-data 2 ctp 2 hft 2 exchange 2 stock-data 2 stock-price-prediction 2 strategy 2 deep-reinforcement-learning 2 cryptocurrency-exchanges 2 tutorial 2 backtester 2 litecoin 2 typescript 2 stock-market 2 fundamental-analysis 2 market-making 2 numpy 2 cryptocoins 2 futures 2