├── .github ├── FUNDING.yml ├── ISSUE_TEMPLATE │ ├── bug_report.md │ └── feature_request.md ├── sponsor.md └── workflows │ └── test.yml ├── .gitignore ├── .pre-commit-config.yaml ├── .vscode └── settings.json ├── 1.66.32 ├── LICENSE ├── README.md ├── docker ├── Dockerfile └── bin │ ├── build_container.sh │ ├── start_notebook.sh │ └── test.sh ├── docs ├── .readthdocs.yaml ├── Makefile ├── make.bat └── source │ ├── conf.py │ ├── developer_guide │ ├── contributing.rst │ ├── development_setup.rst │ └── file_architecture.rst │ ├── faq.rst │ ├── finrl_meta │ ├── Benchmark.rst │ ├── Data_layer.rst │ ├── Environment_layer.rst │ ├── background.rst │ └── overview.rst │ ├── image │ ├── ElegantRL_icon.jpeg │ ├── ExplainableFinRL-CumulativeReturn.png │ ├── ExplainableFinRL-PerformanceAlgs.png │ ├── ExplainableFinRL-ReferenceFeature.png │ ├── ExplainableFinRL-ReferenceModel.png │ ├── ExplainableFinRL-SingleStepPrediction.png │ ├── FinRL-Architecture.png │ ├── FinRL-Meta-Data-layer.png │ ├── FinRL_Tutorials.png │ ├── alg_compare.png │ ├── download_FinRL.png │ ├── finrl-meta_data_layer.png │ ├── finrl-meta_data_source.png │ ├── finrl-meta_overview.png │ ├── finrl_framework.png │ ├── finrl_meta_dataops.png │ ├── finrl_overview_drl.png │ ├── join_slack.png │ ├── logo_finrl.jpg │ ├── logo_finrl_2.jpg │ ├── logo_transparent_background.png │ ├── multiple_1.jpeg │ ├── pycharm_MarkDirectoryAsSourcesRoot.png │ ├── pycharm_push_PR.png │ ├── pycharm_status_bar.png │ ├── result_NeurIPS.png │ └── timeline.png │ ├── index.rst │ ├── reference │ ├── publication.md │ ├── publication.rst │ └── reference.md │ ├── start │ ├── first_glance.rst │ ├── installation.rst │ ├── introduction.rst │ ├── quick_start.rst │ ├── three_layer.rst │ └── three_layer │ │ ├── agents.rst │ │ ├── applications.rst │ │ └── environments.rst │ └── tutorial │ ├── 1-Introduction.rst │ ├── 2-Advance.rst │ ├── 3-Practical.rst │ ├── 4-Optimization.rst │ ├── 5-Others.rst │ ├── Guide.rst │ ├── Homegrown_example.rst │ ├── Introduction │ ├── MultipleStockTrading.rst │ ├── PortfolioAllocation.rst │ └── SingleStockTrading.rst │ └── stocktrading │ └── 1-data.rst ├── examples ├── FinRL_Ensemble_StockTrading_ICAIF_2020.ipynb ├── FinRL_GPM_Demo.ipynb ├── FinRL_PaperTrading_Demo.ipynb ├── FinRL_PaperTrading_Demo_refactored.py ├── FinRL_PortfolioOptimizationEnv_Demo.ipynb ├── README.md ├── Stock_NeurIPS2018_1_Data.ipynb ├── Stock_NeurIPS2018_2_Train.ipynb ├── Stock_NeurIPS2018_3_Backtest.ipynb ├── Stock_NeurIPS2018_SB3.ipynb ├── Stock_NeurIPS2018_call_func_SB3.ipynb └── Stock_NeurIPS2018_call_func_rolling_window_SB3.ipynb ├── figs ├── FinRL-Architecture.png ├── FinRL_Tutorials.png ├── Poster_FinRL.jpg ├── alg_compare.PNG ├── example_data.PNG ├── finrl_framework.png ├── logo_size.jpg ├── logo_transparent_background.png ├── okx.jpeg └── performance.PNG ├── finrl ├── README.md ├── __init__.py ├── __main__.py ├── agents │ ├── __init__.py │ ├── elegantrl │ │ ├── __init__.py │ │ └── models.py │ ├── portfolio_optimization │ │ ├── README.md │ │ ├── __init__.py │ │ ├── algorithms.py │ │ ├── architectures.py │ │ ├── models.py │ │ └── utils.py │ ├── rllib │ │ ├── __init__.py │ │ ├── drllibv2.py │ │ └── models.py │ └── stablebaselines3 │ │ ├── __init__.py │ │ ├── hyperparams_opt.py │ │ ├── models.py │ │ └── tune_sb3.py ├── applications │ ├── Stock_NeurIPS2018 │ │ ├── README.md │ │ ├── Stock_NeurIPS2018_1_Data.ipynb │ │ ├── Stock_NeurIPS2018_2_Train.ipynb │ │ └── Stock_NeurIPS2018_3_Backtest.ipynb │ ├── __init__.py │ ├── cryptocurrency_trading │ │ ├── __init__.py │ │ ├── actor.pth │ │ └── recorder.npy │ ├── high_frequency_trading │ │ ├── __init__.py │ │ ├── actor.pth │ │ └── recorder.npy │ ├── imitation_learning │ │ ├── Imitation_Sandbox.ipynb │ │ ├── README.md │ │ ├── Stock_Selection.ipynb │ │ └── Weight_Initialization.ipynb │ ├── portfolio_allocation │ │ └── __init__.py │ └── stock_trading │ │ ├── __init__.py │ │ ├── ensemble_stock_trading.py │ │ ├── fundamental_stock_trading.py │ │ ├── stock_trading.py │ │ └── stock_trading_rolling_window.py ├── config.py ├── config_private.py ├── config_tickers.py ├── main.py ├── meta │ ├── __init__.py │ ├── data_processor.py │ ├── data_processors │ │ ├── __init__.py │ │ ├── func.py │ │ ├── processor_alpaca.py │ │ ├── processor_ccxt.py │ │ ├── processor_eodhd.py │ │ ├── processor_joinquant.py │ │ ├── processor_quantconnect.py │ │ ├── processor_sinopac.py │ │ ├── processor_wrds.py │ │ └── processor_yahoofinance.py │ ├── env_cryptocurrency_trading │ │ ├── __init__.py │ │ ├── env_btc_ccxt.py │ │ └── env_multiple_crypto.py │ ├── env_portfolio_allocation │ │ ├── __init__.py │ │ └── env_portfolio.py │ ├── env_portfolio_optimization │ │ ├── README.md │ │ ├── __init__.py │ │ └── env_portfolio_optimization.py │ ├── env_stock_trading │ │ ├── __init__.py │ │ ├── env_nas100_wrds.py │ │ ├── env_stock_papertrading.py │ │ ├── env_stocktrading.py │ │ ├── env_stocktrading_cashpenalty.py │ │ ├── env_stocktrading_np.py │ │ └── 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