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michaldyczko
Machine Learning Engineer | Full-Stack Developer
8 repositories
9 followers
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michaldyczko
GH profile description
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Updated 7 months ago
public
gradientnorm-autoclipper
Allows automatic gradient norm clipping. This feature can help to stabilize training in certain situations by limiting the magnitude of gradient updates. The implementation is inspired by the paper "AutoClip: Adaptive Gradient Clipping for Source Separation Networks"
Python
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Updated 7 months ago
public
pytorch-parametrizations
PyTorch implementation of the spectral parametrization of the weights of a 2D convolutional layer, as introduced in the paper "Efficient Nonlinear Transforms for Lossy Image Compression" by Johannes Ballé, PCS 2018.
Python
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Updated 19 days ago
public
pytorch-smartcrop
Smartcrop transform for PyTorch
Python
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Updated 8 months ago