PyData NYC的动态

????Pushing Cython to its limits in scikit-learn Check out the PyData NYC 2024 presentation by maintainer Thomas J. Fan scikit-learn is a machine-learning library for Python that uses NumPy and SciPy for numerical operations. Scikit-learn has its own compiled code for performance-critical computation written in C, C++, and Cython. The library primarily focuses on Cython for compiled code because it is easy to use and approachable. In this talk, we dive into many techniques scikit-learn employs to utilize Cython fully. We will cover features like using the C++ standard library within Cython, fused types, code generation with the Tempita engine, and OpenMP for parallelization. #opensource #python #machinelearning #datascience https://lnkd.in/e27AhKUz