Web Reference: Aug 5, 2024 · This article delves into the current state of GPU support in scikit-learn, the challenges involved, and the available alternatives and extensions that enable GPU acceleration. Scikit-learn is not intended to be used as a deep-learning framework and it does not provide any GPU support. Why is there no support for deep or reinforcement learning / Will there be support for deep or reinforcement learning in scikit-learn? However, since 2023, a limited but growing list of scikit-learn estimators can already run on GPUs if the input data is provided as a PyTorch or CuPy array and if scikit-learn has been configured to accept such inputs as explained in Array API support (experimental).
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