Freqtrade Python Integration
Freqtrade is an open-source crypto trading bot framework with backtesting, optimization, and live trading capabilities. It supports multiple exchanges and provides a REST API for bot management.
Key Features
- Backtesting and walk-forward testing
- Hyperparameter optimization
- Multi-exchange support (Binance, Kraken, FTX, etc.)
- REST and WebSocket APIs
- Docker support
- Strategy marketplace
Example Strategy
import talib
from freqtrade.strategy import IStrategy
class MyStrategy(IStrategy):
minimal_roi = {"0": 0.10}
stoploss = -0.10
timeframe = '5m'
def populate_indicators(self, dataframe, metadata):
dataframe['rsi'] = talib.RSI(dataframe['close'], timeperiod=14)
return dataframe
def populate_entry_trend(self, dataframe, metadata):
dataframe.loc[(dataframe['rsi'] < 30), 'enter_long'] = 1
return dataframe
def populate_exit_trend(self, dataframe, metadata):
dataframe.loc[(dataframe['rsi'] > 70), 'exit_long'] = 1
return dataframe
Freqtrade is production-ready for crypto trading with enterprise features.