PyRank

Nonconvex Optimization Python Packages

Python packages with the GitHub topic nonconvex-optimization. Sorted by monthly downloads, with stars and forks.
kul-optec
qpalm

Quadratic programming solver for Python, Julia, Matlab, C, C++ and Fortran.

18K 31 5
cvanaret
unopy

With Uno, finally take full control of your SQP/barrier solver for nonlinearly constrained optimization

13K 513 52
kul-optec
qpalm-debug

Quadratic programming solver for Python, Julia, Matlab, C, C++ and Fortran.

3K 31 5
alphaville
opengen

Nonconvex embedded optimization: code generation for fast real-time optimization + ROS support

1K 651 72
dvillacis
skein-glm

Weighted structured nonconvex sparse models. Rust core, Python API.

543 1 0
krzysztofarendt
modestga

Optimized and benchmarked parallel Genetic Algorithm with inequality constraints, and a scipy-like interface

275 8 1
farukalpay
psd-optimizer

Perturbed Saddle-escape Descent (PSD): a first-order optimizer that escapes strict saddle points in nonconvex problems.

85 3 1