Differential Evolution Python Packages

genoxide

Optimization for Rust and Python: genetic algorithms, CMA-ES, differential evolution, multi-objective, L-BFGS-B, Adam, MMA and more. The same results on every platform.

15K 5 1

mealpy

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

7K 1K 272

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]

3K 291 41

yabox

Yet another black-box optimization library for Python

2K 137 16

stochopy

Python library for stochastic numerical optimization

1K 102 17

mutax

🎯 SciPy-like differential evolution optimization in JAX

1K 9 1

thefittest

Implementation of data mining methods that use evolutionary algorithms

315 148 0

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

186 2 0

detorch

Minimal PyTorch Library for Differential Evolution

185 7 2

tide-feature-selection

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

176 0 0

jump-diffusion-estimation

Functions to work with Jump-Diffusion processes

174 0 0

pyde

Differential evolution global optimization in Python.

165 35 8

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.

157 1 2