Updated 10 months ago
uno
A next-gen SQP & barrier solver for nonlinearly constrained optimization
constrained-optimization
continuous-optimization
cpp
gradient-descent
interior-point-method
local-optimization
mathematical-optimization
mathematical-programming
newton-method
nonconvex-optimization
nonlinear-optimization
nonlinear-programming
nonlinear-programming-algorithms
numerical-optimization
optimization
optimization-algorithms
optimization-methods
optimization-solver
quadratic-programming
sequential-quadratic-programming
Updated 10 months ago
cppnumericalsolvers
a lightweight header-only C++17 library of numerical optimization methods for (un-)constrained nonlinear functions and expression templates
Updated 10 months ago
cooper-optim
A general-purpose, deep learning-first library for constrained optimization in PyTorch
Updated 10 months ago
bboptpy
Powerful and scalable black-box optimization algorithms for Python and C++.
Updated 10 months ago
compression-aware-sfw
Code to reproduce the experiments of "Compression-aware Training of Neural Networks using Frank-Wolfe"
Updated 10 months ago
stochasticfrankwolfe
Implementation of the Stochastic Frank Wolfe algorithm in TensorFlow and Pytorch.
Updated 10 months ago
investigating_mitigating_failure_modes_in_pinns
This repository contains the code and models for our paper "Investigating and Mitigating Failure Modes in Physics-informed Neural Networks(PINNs)"