A tour of different optimization algorithms in PyTorch.
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Dec 11, 2021 - Jupyter Notebook
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pytorch-optimizers
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This package is dedicated to high-order optimization methods. All the methods can be used similarly to standard PyTorch optimizers.
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Jun 17, 2025 - Python
SGLD and cSGLD as a PyTorch Optimizer
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May 4, 2023 - Jupyter Notebook
An implementation of the ScionLight optimizer from https://arxiv.org/abs/2502.07529 Training Deep Learning Models with Norm-Constrained LMOs
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Mar 14, 2026 - Python
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