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]

mutax

🎯 SciPy-like differential evolution optimization in JAX

yabox

Yet another black-box optimization library for Python

detorch

Minimal PyTorch Library for Differential Evolution

tide-feature-selection

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

thefittest

Implementation of data mining methods that use evolutionary algorithms

mosade

MOSADE: Multi-Objective Self-Adaptive Differential Evolution

evo-spotis

Package for Multi-Criteria Decision Analysis with Preference Identification

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.

decc

Cooperative Co-evolutionary Differential Evolution algorithms in Python.

nia

Nature Inspired Optimization Algorithms

stochannpy

StochANNPy

bipevo

A package to optimize resource allocation in business processes using differential evolution

pyde

Differential Evolution in Python

raccoon-cluster

Scale-adaptive clustering in Python

swarmops

Heuristic Optimization for Python