Awesome
Basana
Basana is a Python async and event driven framework for algorithmic trading, with a focus on crypto currencies.
Key Features
- Backtesting exchange so you can try your trading strategies before using real funds.
- Live trading at Binance and Bitstamp crypto currency exchanges.
- Asynchronous I/O and event driven.
Getting Started
Installation
The examples use TALIpp for the technical indicators, pandas and statsmodels.
$ pip install basana[charts] talipp pandas statsmodels
Backtest a pairs trading strategy
-
Download an unzip samples.
-
Download historical data for backtesting
$ python -m basana.external.binance.tools.download_bars -c BCH/USDT -p 1h -s 2021-12-01 -e 2021-12-26 -o binance_bchusdt_hourly.csv $ python -m basana.external.binance.tools.download_bars -c CVC/USDT -p 1h -s 2021-12-01 -e 2021-12-26 -o binance_cvcusdt_hourly.csv
-
Run the backtest
$ python -m samples.backtest_pairs_trading
The Basana repository comes with a number of examples you can experiment with or use as a template for your own projects:
Note that these examples are provided for educational purposes only. Use at your own risk.
Documentation
https://basana.readthedocs.io/en/latest/
Help
You can seek help with using Basana in the discussion area on GitHub.