├── .gitignore ├── LICENSE ├── README.md ├── proposal ├── bib │ └── stock_prediction.bib ├── cs599_proposal.tex ├── figure │ ├── actor.pdf │ ├── ddpg.png │ ├── ddpg_result.png │ ├── diagram.pdf │ ├── imitation_result.png │ ├── imitation_vs_ddpg.png │ ├── predictor_cnn.pdf │ ├── predictor_lstm.pdf │ └── predictor_lstm_news.pdf └── out │ └── cs599_proposal.pdf └── src ├── cart_pole-v0.py ├── cnn_experiments.ipynb ├── config ├── default.json ├── pendulum.json └── stock.json ├── data_visualization.ipynb ├── ddpg_experiments.ipynb ├── environment ├── __init__.py └── portfolio.py ├── imitation_learning.py ├── imitation_learning_experiments.ipynb ├── model ├── __init__.py ├── base_model.py ├── ddpg │ ├── __init__.py │ ├── actor.py │ ├── critic.py │ ├── ddpg.py │ ├── ornstein_uhlenbeck.py │ └── replay_buffer.py └── supervised │ ├── __init__.py │ ├── cnn.py │ ├── imitation_optimal_action.py │ └── lstm.py ├── pendulum-v0.py ├── stock_trading.py ├── utils ├── __init__.py ├── common.py ├── data.py └── datasets │ ├── stocks_history_target.h5 │ └── stocks_history_target_2.h5 └── weights ├── imit_CNN%3A window = 14.h5 ├── imit_CNN%3A window = 21.h5 ├── imit_CNN%3A window = 3.h5 ├── imit_CNN%3A window = 7.h5 ├── imit_LSTM%3A window = 14.h5 ├── imit_LSTM%3A window = 21.h5 ├── imit_LSTM%3A window = 3.h5 ├── imit_LSTM%3A window = 7.h5 └── stock ├── cnn ├── window_14 │ └── batch_norm │ │ ├── checkpoint │ │ ├── checkpoint.ckpt.data-00000-of-00001 │ │ ├── checkpoint.ckpt.index │ │ └── checkpoint.ckpt.meta ├── window_21 │ └── batch_norm │ │ ├── checkpoint │ │ ├── checkpoint.ckpt.data-00000-of-00001 │ │ ├── checkpoint.ckpt.index │ │ └── checkpoint.ckpt.meta ├── window_3 │ ├── batch_norm │ │ ├── checkpoint │ │ ├── checkpoint.ckpt.data-00000-of-00001 │ │ ├── checkpoint.ckpt.index │ │ └── checkpoint.ckpt.meta │ └── no_batch_norm │ │ ├── checkpoint │ │ ├── checkpoint.ckpt.data-00000-of-00001 │ │ ├── checkpoint.ckpt.index │ │ └── checkpoint.ckpt.meta └── window_7 │ └── batch_norm │ ├── checkpoint │ ├── checkpoint.ckpt.data-00000-of-00001 │ ├── checkpoint.ckpt.index │ └── checkpoint.ckpt.meta ├── imitation_16_stocks.h5 ├── lstm ├── window_14 │ └── batch_norm │ │ ├── checkpoint │ │ ├── checkpoint.ckpt.data-00000-of-00001 │ │ ├── checkpoint.ckpt.index │ │ └── checkpoint.ckpt.meta ├── window_21 │ └── batch_norm │ │ ├── checkpoint │ │ ├── checkpoint.ckpt.data-00000-of-00001 │ │ ├── checkpoint.ckpt.index │ │ └── checkpoint.ckpt.meta ├── window_3 │ ├── batch_norm │ │ ├── checkpoint │ │ ├── checkpoint.ckpt.data-00000-of-00001 │ │ ├── checkpoint.ckpt.index │ │ └── checkpoint.ckpt.meta │ └── no_batch_norm │ │ ├── checkpoint │ │ ├── checkpoint.ckpt.data-00000-of-00001 │ │ ├── checkpoint.ckpt.index │ │ └── checkpoint.ckpt.meta └── window_7 │ └── batch_norm │ ├── checkpoint │ ├── checkpoint.ckpt.data-00000-of-00001 │ ├── checkpoint.ckpt.index │ └── checkpoint.ckpt.meta └── optimal_16_stocks.h5 /.gitignore: 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