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mealpy

A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)

stochopy

Python library for stochastic numerical optimization

pypop7

[JMLR (CCF-A)] PyPop7: A Pure-PYthon LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* algorithm variants (from evolutionary computation, swarm intelligence, statistics, operations research, machine learning, mathematical optimization, meta-heuristics, auto-control etc.). [https://jmlr.org/papers/v25/23-0386.html]

yabox

Yet another black-box optimization library for Python

mutax

🎯 SciPy-like differential evolution optimization in JAX

thefittest

Implementation of data mining methods that use evolutionary algorithms

detorch

Minimal PyTorch Library for Differential Evolution

evo-spotis

Package for Multi-Criteria Decision Analysis with Preference Identification

tide-feature-selection

Feature selection for real ML pipelines: filters, wrappers, and metaheuristics with cross-validation, reproducibility, and bundled benchmarks.

decc

Cooperative Co-evolutionary Differential Evolution algorithms in Python.

pyrade

PyRADE is a production-ready optimization library implementing Differential Evolution (DE), a powerful evolutionary algorithm for global optimization. Unlike traditional implementations that sacrifice code quality for performance, PyRADE proves you can have both through intelligent design.

stochannpy

StochANNPy

nia

Nature Inspired Optimization Algorithms

pyde

Differential evolution global optimization in Python.

raccoon-cluster

Multi-scale clustering in Python

bipevo

Business Process Resource Planning Algorithm Using Differential Evolution

swarmops

Heuristic Optimization for Python