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evolutionary-algorithms.

Listed 7Updated Sep 13, 2026

  1. Rank 1. evotorchAdvanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.GitHub stars: 1.1k
  2. Rank 2. pagmo2A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.GitHub stars: 935
  3. Rank 3. jeneticsJenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective OptimizationGitHub stars: 908
  4. Rank 4. pygmo2A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.GitHub stars: 536
  5. Rank 5. Sklearn-genetic-optHyperparameter optimization and feature selection for scikit-learn using evolutionary algorithms. A modern alternative to GridSearchCV and RandomizedSearchCV.GitHub stars: 389
  6. Rank 6. pyribsA bare-bones Python library for quality diversity optimization.GitHub stars: 262
  7. Rank 7. radiateA fast and flexible evolution engine for implementing artificial evolution and genetic programming techniquesGitHub stars: 255