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Nonlinear Optimization Python Packages

Python packages with the GitHub topic nonlinear-optimization. Sorted by relevance, with stars and monthly downloads.
SCIP-Interfaces
pyscipopt

Python interface for the SCIP Optimization Suite

305K 978 279
ampl
amplpy

Python API for AMPL

78K 84 20
cvanaret
unopy

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

38K 482 41
ampl
ampltools

Python API for AMPL

28K 84 20
numericalalgorithmsgroup
dfo-ls

Python-based Derivative-Free Optimizer for Least-Squares

24K 47 16
numericalalgorithmsgroup
py-bobyqa

Python-based Derivative-Free Optimization with Bound Constraints

21K 93 19
cog-imperial
omlt

Represent trained machine learning models as Pyomo optimization formulations

19K 343 73
pdfo
pdfo

Powell's Derivative-Free Optimization solvers.

7K 108 29
FilippoAiraldi
csnlp

Nonlinear Progamming with CasADi

4K 30 2
anugrahjo
pyslsqp

A transparent Python interface to the SLSQP optimization algorithm, with advanced features and visualization capabilities.

3K 12 2
abess-team
skscope

skscope: Sparse-Constrained OPtimization via itErative-solvers

2K 326 16
ralna
galahad-optrove

A library of modern Fortran modules for nonlinear optimization

2K 174 18
alphaville
opengen

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

2K 634 68
numericalalgorithmsgroup
dfogn

DFO-GN: Derivative-Free Optimization using Gauss-Newton

2K 24 7
AlabamaASRL
asset-asrl

High-speed, extensible, object-oriented trajectory design and optimization

1K 42 13
pnnl
neuromancer

Neural Modules with Adaptive Nonlinear Constraints and Efficient Regularization

1K 1K 172
lindonroberts
trustregion

Python trust-region subproblem solvers for nonlinear optimization

995 30 3
optiprofiler
optiprofiler

Benchmarking optimization solvers.

894 15 4
andykee
prtools

Utility functions for image-based phase retrieval

771 1 0
stefan-endres
shgo

Simplicial Homology Global Optimization

719 53 12
forieux
qmm

Quadratic Majorize-Minimize Python toolbox

689 18 4
pyrddlgym-project
pyrddlgym-jax

JAX compilation of RDDL description files, and a differentiable planner in JAX.

647 14 3
ampl
amplpyfinance

Python API for AMPL

644 84 20
cog-imperial
cog-suspect

Special Structure Detection for Pyomo

603 26 4
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