├── README.md ├── __pycache__ └── stock_trading.cpython-37.pyc ├── config ├── default.json └── stock.json ├── ddpg_tests.html ├── ddpg_tests.ipynb ├── environment ├── __init__.pyc ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ ├── portfolio.cpython-36.pyc │ └── portfolio.cpython-37.pyc ├── portfolio.py └── portfolio.pyc ├── model ├── __init__.pyc ├── __pycache__ │ ├── __init__.cpython-36(1).pyc │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37(1).pyc │ ├── __init__.cpython-37.pyc │ ├── base_model.cpython-36.pyc │ ├── base_model.cpython-37(1).pyc │ └── base_model.cpython-37.pyc ├── base_model.py ├── ddpg │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-37.pyc │ │ ├── actor.cpython-36.pyc │ │ ├── actor.cpython-37(1).pyc │ │ ├── actor.cpython-37.pyc │ │ ├── critic.cpython-36.pyc │ │ ├── critic.cpython-37(1).pyc │ │ ├── critic.cpython-37.pyc │ │ ├── ddpg.cpython-36(1).pyc │ │ ├── ddpg.cpython-36.pyc │ │ ├── ddpg.cpython-37.pyc │ │ ├── ornstein_uhlenbeck.cpython-36.pyc │ │ ├── ornstein_uhlenbeck.cpython-37.pyc │ │ ├── replay_buffer.cpython-36.pyc │ │ ├── replay_buffer.cpython-37(1).pyc │ │ └── replay_buffer.cpython-37.pyc │ ├── actor.py │ ├── critic.py │ ├── ddpg.py │ ├── ornstein_uhlenbeck.py │ └── replay_buffer.py └── supervised │ ├── __init__.pyc │ ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ ├── cnn.cpython-36.pyc │ ├── cnn.cpython-37.pyc │ ├── imitation_optimal_action.cpython-36.pyc │ ├── imitation_optimal_action.cpython-37.pyc │ ├── lstm.cpython-36.pyc │ └── lstm.cpython-37.pyc │ ├── cnn.py │ ├── imitation_optimal_action.py │ ├── imitation_optimal_action.pyc │ └── lstm.py ├── requirements.txt ├── results └── stock │ └── lstm │ └── window_3 │ └── batch_norm │ └── events.out.tfevents.1578335703.MININT-4G1CTT7 ├── stock_trading.py ├── utils ├── __init__.pyc ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37(1).pyc │ ├── __init__.cpython-37.pyc │ ├── data.cpython-36.pyc │ ├── data.cpython-37(1).pyc │ └── data.cpython-37.pyc ├── common.py ├── data.py ├── data.pyc └── datasets │ ├── abbreviation1.txt │ ├── abbreviation2.txt │ ├── stocks_history_target.h5 │ ├── stocks_history_target_2.h5 │ ├── target2_history.txt │ └── target_history.txt └── weights ├── optimal_3_stocks.h5 └── stock └── lstm └── window_3 └── batch_norm ├── checkpoint ├── checkpoint.ckpt.data-00000-of-00001 ├── checkpoint.ckpt.index └── checkpoint.ckpt.meta /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bassemfg/ddpg-rl-portfolio-management/HEAD/README.md -------------------------------------------------------------------------------- /__pycache__/stock_trading.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bassemfg/ddpg-rl-portfolio-management/HEAD/__pycache__/stock_trading.cpython-37.pyc 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