Differential Evolution Python Packages

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. In the near future, we will add Learning-Based Optimizers as its extensions. [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

detorch

Minimal PyTorch Library for Differential Evolution

thefittest

Implementation of data mining methods that use evolutionary algorithms

tide-feature-selection

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

evo-spotis

This is Python 3 library for multi-criteria decision analysis with decision-maker preference identification based on historical datasets using evolutionary stochastic algorithm Differential evolution

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.

nia

Nature Inspired Optimization Algorithms

stochannpy

StochANNPy

bipevo

Business Process Resource Planning Algorithm Using Differential Evolution

pyde

Differential evolution global optimization in Python.

raccoon-cluster

Multi-scale clustering in Python

swarmops

Heuristic Optimization for Python