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<a name =" opt " ></a >
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## Optimization
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* [ Optuna] ( https://github.com/optuna/optuna ) - A hyperparameter optimization framework.
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+ * [ pymoo] ( https://github.com/anyoptimization/pymoo ) - Multi-objective Optimization in Python.
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+ * [ pycma] ( https://github.com/CMA-ES/pycma?tab=readme-ov-file ) - Python implementation of CMA-ES.
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* [ Spearmint] ( https://github.com/HIPS/Spearmint ) - Bayesian optimization.
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* [ BoTorch] ( https://github.com/pytorch/botorch ) - Bayesian optimization in PyTorch. <img height =" 20 " src =" img/pytorch_big2.png " alt =" PyTorch based/compatible " >
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* [ scikit-opt] ( https://github.com/guofei9987/scikit-opt ) - Heuristic Algorithms for optimization.
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