Shypd.aiThe largest open index of AI toolsPyBroker is an open-source Python framework for algorithmic trading that integrates machine learning. It provides a super-fast backtesting engine and supports various data sources for developing and fine-tuning trading strategies.
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PyBroker is a powerful Python framework designed for algorithmic trading, with a strong emphasis on strategies leveraging machine learning. It features a high-performance backtesting engine built with NumPy and accelerated by Numba, allowing users to efficiently test and refine trading rules and models across multiple instruments. The tool offers access to historical data from sources like Alpaca, Yahoo Finance, and AKShare, or allows integration with custom data providers. Key capabilities include training and backtesting models using Walkforward Analysis, generating reliable trading metrics through randomized bootstrapping, and optimizing development with caching and parallelized computations. PyBroker empowers users to create sophisticated, data-driven trading strategies.
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