├── LICENSE ├── README.md ├── baselines └── baselines │ └── ddpg │ ├── README.md │ ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── ddpg.cpython-36.pyc │ ├── ddpg_learner.cpython-36.pyc │ ├── memory.cpython-36.pyc │ ├── models.cpython-36.pyc │ └── noise.cpython-36.pyc │ ├── ddpg.py │ ├── ddpg_learner.py │ ├── memory.py │ ├── models.py │ ├── noise.py │ └── test_smoke.py ├── compare.py ├── data ├── AAPL.csv ├── AXP.csv ├── BA.csv ├── CAT.csv ├── CSCO.csv ├── CVX.csv ├── DIS.csv ├── GE.csv ├── GLD.csv ├── GS.csv ├── HD.csv ├── IBM.csv ├── INTC.csv ├── JNJ.csv ├── JPM.csv ├── KO.csv ├── MCD.csv ├── MMM.csv ├── MRK.csv ├── MSFT.csv ├── NKE.csv ├── PFE.csv ├── PG.csv ├── QQQ.csv ├── SHV.csv ├── SHY.csv ├── SPY.csv ├── UNH.csv ├── UTX.csv ├── VZ.csv ├── WMT.csv ├── XOM.csv ├── ^DJI.csv ├── ^GSPC.csv ├── ^IXIC.csv ├── ^RUT.csv ├── ^TNX.csv ├── ^TYX.csv ├── ^VIX.csv ├── ddpg_input_states.csv └── ddpg_stock_price.csv ├── data_preprocessing.py ├── feature_select.py ├── gym └── envs │ ├── StarTrader │ ├── StarTrade_env.py │ ├── __init__.py │ ├── __pycache__ │ │ ├── StarTrade_env.cpython-36.pyc │ │ ├── StarTrade_test_env.cpython-36.pyc │ │ ├── __init__.cpython-36.pyc │ │ └── intelliTrade_env.cpython-36.pyc │ └── data │ │ ├── AAPL.csv │ │ ├── AXP.csv │ │ ├── BA.csv │ │ ├── CAT.csv │ │ ├── CSCO.csv │ │ ├── CVX.csv │ │ ├── DIS.csv │ │ ├── GE.csv │ │ ├── GS.csv │ │ ├── HD.csv │ │ ├── IBM.csv │ │ ├── INTC.csv │ │ ├── JNJ.csv │ │ ├── JPM.csv │ │ ├── KO.csv │ │ ├── MCD.csv │ │ ├── MMM.csv │ │ ├── MRK.csv │ │ ├── MSFT.csv │ │ ├── NKE.csv │ │ ├── PFE.csv │ │ ├── PG.csv │ │ ├── UNH.csv │ │ ├── UTX.csv │ │ ├── VZ.csv │ │ ├── WMT.csv │ │ └── XOM.csv │ ├── StarTraderTest │ ├── StarTrade_test_env.py │ ├── __init__.py │ ├── __pycache__ │ │ ├── StarTrade_env.cpython-36.pyc │ │ ├── StarTrade_test_env.cpython-36.pyc │ │ ├── __init__.cpython-36.pyc │ │ └── intelliTrade_env.cpython-36.pyc │ └── data │ │ ├── AAPL.csv │ │ ├── AXP.csv │ │ ├── BA.csv │ │ ├── CAT.csv │ │ ├── CSCO.csv │ │ ├── CVX.csv │ │ ├── DIS.csv │ │ ├── GE.csv │ │ ├── GS.csv │ │ ├── HD.csv │ │ ├── IBM.csv │ │ ├── INTC.csv │ │ ├── JNJ.csv │ │ ├── JPM.csv │ │ ├── KO.csv │ │ ├── MCD.csv │ │ ├── MMM.csv │ │ ├── MRK.csv │ │ ├── MSFT.csv │ │ ├── NKE.csv │ │ ├── PFE.csv │ │ ├── PG.csv │ │ ├── UNH.csv │ │ ├── UTX.csv │ │ ├── VZ.csv │ │ ├── WMT.csv │ │ └── XOM.csv │ └── __init__.py ├── model ├── DDPG_trained_model_0 ├── DDPG_trained_model_1 ├── DDPG_trained_model_2 ├── DDPG_trained_model_3 ├── DDPG_trained_model_4 ├── DDPG_trained_model_5 ├── DDPG_trained_model_6 ├── DDPG_trained_model_7 ├── DDPG_trained_model_8 ├── DDPG_trained_model_9 └── best_lstm_model.h5 ├── results ├── model_1.jpg ├── model_10.jpg ├── model_10_rerun.jpg ├── model_11.jpg ├── model_11_rerun.jpg ├── model_12.jpg ├── model_13.jpg ├── model_14.jpg ├── model_15.jpg ├── model_16.jpg ├── model_17.jpg ├── model_18.jpg ├── model_2.jpg ├── model_3.jpg ├── model_4.jpg ├── model_5.jpg ├── model_6.jpg ├── model_7.jpg ├── model_8.jpg └── model_9.jpg ├── run.py ├── test_iteration_1.gif ├── test_result ├── all_strategies_cum_returns.csv ├── all_strategies_returns.csv ├── asset_evolution_test_1.png ├── cummulative_returns_test_1.png ├── efficient_frontier.png ├── kpi_backtest.csv ├── kpi_test_1.csv ├── portfolios_return.png ├── portfolios_returns.png ├── portfolios_risk.png ├── price_prediction_LSTM.png ├── trading_book_backtest.csv └── trading_book_test_1.csv ├── train_iterations_9.gif └── train_result ├── asset_evolution_train_1.png ├── asset_evolution_train_10.png ├── asset_evolution_train_11.png ├── asset_evolution_train_2.png ├── asset_evolution_train_3.png ├── asset_evolution_train_4.png ├── asset_evolution_train_5.png ├── asset_evolution_train_6.png ├── asset_evolution_train_7.png ├── asset_evolution_train_8.png ├── asset_evolution_train_9.png ├── cummulative_returns_train_1.png ├── cummulative_returns_train_10.png ├── cummulative_returns_train_2.png ├── cummulative_returns_train_3.png ├── cummulative_returns_train_4.png ├── 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