Combining freqtrade with OpenAI Reinforcement Learning environments
freqgym can be installed with Miniconda or Anaconda.
Conda is a package, dependency and environment manager for multiple programming languages: conda docs
Prepare freqgym environment, using file environment_cpuonly.yml or environment_cuda.yml, which exist in main freqgym directory
conda env create -n freqgym -f environment_cpuonly.ymlTo check available environments, type
conda env listEnter installed environment
# enter conda environment
conda activate freqgym
# exit conda environment
conda deactivateDownload data with:
freqtrade download-data --timerange=20201201-20211015 --timeframe 5m --exchange=binance --erase --pairs BTC/USDT
TODO
- Multiple pair training
- Vectorized envs
- Normalization