Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Nevergrad | 3,792 | 7 | 23 | 4 months ago | 46 | November 19, 2023 | 121 | mit | Python | |
A Python toolbox for performing gradient-free optimization | ||||||||||
Scikit Optimize | 2,700 | 80 | 191 | 4 months ago | 19 | October 12, 2021 | 320 | bsd-3-clause | Python | |
Sequential model-based optimization with a `scipy.optimize` interface | ||||||||||
Higher | 1,265 | 5 | 3 years ago | 2 | July 14, 2020 | 46 | apache-2.0 | Python | ||
higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps. | ||||||||||
Gradient Free Optimizers | 1,072 | 7 | 5 months ago | 45 | December 29, 2022 | 7 | mit | Python | ||
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces. | ||||||||||
Argmin | 820 | 14 | 3 months ago | 44 | February 20, 2023 | 26 | apache-2.0 | Rust | ||
Numerical optimization in pure Rust | ||||||||||
Cppnumericalsolvers | 766 | 2 years ago | 2 | mit | C++ | |||||
a lightweight C++17 library of numerical optimization methods for nonlinear functions (Including L-BFGS-B for TensorFlow) | ||||||||||
Optml_course | 761 | 10 months ago | 4 | Jupyter Notebook | ||||||
EPFL Course - Optimization for Machine Learning - CS-439 | ||||||||||
Ensmallen | 675 | 1 | 5 months ago | 9 | July 07, 2021 | 12 | other | C++ | ||
A header-only C++ library for numerical optimization -- | ||||||||||
Solid | 518 | 5 years ago | 7 | mit | Python | |||||
🎯 A comprehensive gradient-free optimization framework written in Python | ||||||||||
Optimtraj | 462 | a year ago | 28 | mit | MATLAB | |||||
A trajectory optimization library for Matlab |