emaballarin / hcgd

[COPY] single-file, importable copy of the original. Now living at: https://github.com/emaballarin/ebtorch/blob/main/ebtorch/optim/hcgd.py

Home Page:https://github.com/KordingLab/hilbert-constrained-gradient-descent

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Hilbert Constrained Gradient Descent

Pytorch optimizers implementing Hilbert-Constrained Gradient Descent (HCGD) and Hilbert-Constrained Adam (HCADAM).


PLEASE NOTE: This repository contains just the unedited hcgd.py file from the original repository, an empty __init__.py file to make it importable and no documentation whatsoever. For more information about HCGD and HCADAM, please refer to the original repository or the original paper.

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[COPY] single-file, importable copy of the original. Now living at: https://github.com/emaballarin/ebtorch/blob/main/ebtorch/optim/hcgd.py

https://github.com/KordingLab/hilbert-constrained-gradient-descent


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