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.yml

To check available environments, type

conda env list

Enter installed environment

# enter conda environment
conda activate freqgym

# exit conda environment
conda deactivate

Download data with: freqtrade download-data --timerange=20201201-20211015 --timeframe 5m --exchange=binance --erase --pairs BTC/USDT

TODO

• Multiple pair training
• Vectorized envs
• Normalization