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Stars

Optimization

10 repositories

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

Python 2,226 382 Updated Aug 25, 2024

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling sa…

Python 5,211 986 Updated Jun 23, 2024

Autograd Engine for Python Written in Python C-API for Speed

C 20 2 Updated May 6, 2023

ESGD-M is a stochastic non-convex second order optimizer, suitable for training deep learning models, for PyTorch.

Python 56 5 Updated Sep 18, 2022

Evolutionary algorithm toolbox and framework with high performance for Python

Python 1,993 727 Updated Sep 20, 2024

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

Jupyter Notebook 4,538 495 Updated Sep 17, 2024

⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.

Python 848 68 Updated Sep 28, 2024

DE, CMA-ES, MA-ES, LM-MAES Python Implementation

Python 29 5 Updated Apr 14, 2019

Minimal PyTorch Library for Natural Evolution Strategies

Python 18 3 Updated Sep 29, 2021

Designing Running and Analyzing Experiments from the Coursera Course

R 5 1 Updated Aug 5, 2019