This folder has three subfolders:
- applications: trading tasks,
- agents: DRL algorithms, from ElegantRL, RLlib, or Stable Baselines 3 (SB3). Users can plug in any DRL lib and play.
- meta: market environments, we merge the stable ones from the active FinRL-Meta repo.
Then, we employ a train-test-trade pipeline by three files: train.py, test.py, and trade.py.
FinRL
├── finrl (this folder)
│ ├── applications
│ ├── cryptocurrency_trading
│ ├── high_frequency_trading
│ ├── portfolio_allocation
│ └── stock_trading
│ ├── agents
│ ├── elegantrl
│ ├── rllib
│ └── stablebaseline3
│ ├── meta
│ ├── data_processors
│ ├── env_cryptocurrency_trading
│ ├── env_portfolio_allocation
│ ├── env_stock_trading
│ ├── preprocessor
│ ├── data_processor.py
│ └── finrl_meta_config.py
│ ├── config.py
│ ├── config_tickers.py
│ ├── main.py
│ ├── train.py
│ ├── test.py
│ ├── trade.py
│ └── plot.py