Nonconvex Optimization Python Packages

unopy

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

qpalm

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

skein-glm

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

qpalm-debug

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

opengen

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

modestga

Genetic Algorithm minimization

psd-optimizer

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