ProxTorch Example Gallery

Welcome to the ProxTorch Example Gallery. Here, you will find a collection of hands-on examples showcasing the capabilities and features of the ProxTorch library.

Each example provides in-depth explanations and code snippets to help you understand how to effectively utilize the ProxTorch package in various applications.

Lasso Regression with FISTA Optimization using PyTorch’s Optimizer

Lasso Regression with FISTA Optimization using PyTorch's Optimizer

Image Restoration: ProxTorch Logo via TV and TV-L1 Regularization

Image Restoration: ProxTorch Logo via TV and TV-L1 Regularization

Comparing Custom Lasso Regression with scikit-learn’s Implementation

Comparing Custom Lasso Regression with scikit-learn's Implementation

Robust Principal Component Analysis with PyTorch Lightning

Robust Principal Component Analysis with PyTorch Lightning

Matrix Completion for Movie Recommendations using PyTorch Lightning

Matrix Completion for Movie Recommendations using PyTorch Lightning