Scientific Software
Updated 6 months ago

Metaheuristics — Peer-reviewed • Rank 13.1 • Science 95%

Metaheuristics: A Julia Package for Single- and Multi-Objective Optimization - Published in JOSS (2022)

Updated 6 months ago

ncopt • Rank 7.4 • Science 57%

Constrained optimization for Pytorch using the SQP-GS algorithm

Updated 6 months ago

compression-aware-sfw • Science 41%

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

Updated 5 months ago

https://github.com/darioizzo/pagmo2 • Science 23%

A C++ / Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

Updated 6 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)"

Updated 6 months ago

stochasticfrankwolfe • Science 54%

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

Updated 6 months ago

cooper-optim • Science 54%

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