tradeforce
Unverified Other strategy on Crypto by cyclux. BotFinder score 18 out of 100.
Python-based trading framework designed for high-performance backtesting, hyperparameter optimization, and live trading.
Source: github
BotFinder analysis pending.
tradeforce
Tradeforce Python Trading Framework Tradeforce is a comprehensive Python-based trading framework designed for high-performance backtesting, hyperparameter optimization, and live trading. By leveraging Just-In-Time (JIT) machine code compilation, Tradeforce is able to run trading simulations on whole markets (100+ assets) covering years of historical data. This benefit of speed allows to find optimal hyperparameters of trading algorithms within large search spaces in a reasonable amount of time. Setups via Docker compose stack offer flexible deployment options and enable scalability to cluster environments. Features - Numba accelerated simulations, processing 100k+ records / second / thread - Customizable trading strategies - Dedicated market server supporting 100+ simultaneous WebSocket connections - Backend support for PostgreSQL and MongoDB - Local caching of market data in Arrow format for rapid loading times - Hyperparameter optimization through the Optuna framework - Live trading capabilities - Easy and flexible deployment via Docker - Scalable to cluster environments, such as K
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