Updated 10 months ago

ncopt • Rank 7.4 • Science 57%

Constrained optimization for Pytorch using the SQP-GS algorithm

Updated 10 months ago

cooper-optim • Science 54%

A general-purpose, deep learning-first library for constrained optimization in PyTorch

Updated 10 months ago

compression-aware-sfw • Science 41%

Code to reproduce the experiments of "Compression-aware Training of Neural Networks using Frank-Wolfe"

Updated 10 months ago

stochasticfrankwolfe • Science 54%

Implementation of the Stochastic Frank Wolfe algorithm in TensorFlow and Pytorch.

Updated 10 months ago

investigating_mitigating_failure_modes_in_pinns • Science 67%

This repository contains the code and models for our paper "Investigating and Mitigating Failure Modes in Physics-informed Neural Networks(PINNs)"