Stochastic Optimization Python Packages

pygmo

A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

stochopy

Python library for stochastic numerical optimization

fvgp

A software package for flexible HPC GPs

gofit

Global Optimization for Fitting Problems

zij

A canon of deep learning optimizers.

spsa

A simple implementation of SPSA with automatic learning rate tuning

algosto

Algosto implements stochastic algorithms.

beehiveoptimization

Implementation of beehive method (particle swarm optimization) for global optimization of multidimentional functions

pysmps

Utilities for parsing MPS and SMPS file formats.

evo-spotis

Package for Multi-Criteria Decision Analysis with Preference Identification

discretehillclimbing

An easy python implementation of Hill Climbing algorithm for tasks with discrete variables

stochqn

Stochastic limited-memory quasi-Newton optimizers

python-somax

Second-Order Methods in JAX

stochannpy

StochANNPy