Alternatives and similar repositories for cmaes:

Users that are interested in cmaes are comparing it to the libraries listed below

• CMA-ES / pycma
  Python implementation of CMA-ES
  ☆1,140Updated 3 months ago
• Evolutionary-Intelligence / pypop
  [JMLR-2024] PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* variants (including…
  ☆222Updated this week
• RobertTLange / evosax
  Evolution Strategies in JAX 🦎
  ☆539Updated 3 weeks ago
• srom / cma-es
  Covariance Matrix Adaptation Evolution Strategy (CMA-ES)
  ☆59Updated 3 years ago
• dietmarwo / fast-cma-es
  A Python 3 gradient-free optimization library
  ☆131Updated 2 months ago
• nabenabe0928 / tpe
  The tree-structured Parzen estimator (TPE) implementation and the simple running code for it
  ☆62Updated 3 months ago
• numbbo / coco
  Numerical Black-Box Optimization Benchmarking Framework
  ☆268Updated 2 weeks ago
• uber-research / TuRBO
  ☆188Updated 6 months ago
• esa / pygmo2
  A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model…
  ☆460Updated 5 months ago
• nnaisense / evotorch
  Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
  ☆1,035Updated 2 months ago
• automl / DEHB
  ☆73Updated 5 months ago
• EMI-Group / evox
  Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems…
  ☆243Updated this week
• secondmind-labs / trieste
  A Bayesian optimization toolbox built on TensorFlow
  ☆226Updated this week
• xKuZz / pyade
  Python Advanced Differential Evolution
  ☆41Updated last year
• optuna / optuna-dashboard
  Real-time Web Dashboard for Optuna.
  ☆556Updated last week
• automl / DeepCAVE
  An interactive framework to visualize and analyze your AutoML process in real-time.
  ☆77Updated 2 weeks ago
• automl / SMAC3
  SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
  ☆1,108Updated last week
• dmolina / shadeils
  Source code of the SHADE with Iterative Local Search, an algorithm specially designed for for real-parameter optimization with high dimen…
  ☆23Updated 4 years ago
• RobertTLange / gymnax
  RL Environments in JAX 🌍
  ☆682Updated 6 months ago
• wujian16 / Cornell-MOE
  A Python library for the state-of-the-art Bayesian optimization algorithms, with the core implemented in C++.
  ☆266Updated 4 years ago
• google / evojax
  ☆866Updated 7 months ago
• icaros-usc / pyribs
  A bare-bones Python library for quality diversity optimization.
  ☆215Updated 3 weeks ago
• xingchenwan / Casmopolitan
  [ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces
  ☆30Updated last year
• rlberry-py / rlberry
  An easy-to-use reinforcement learning library for research and education.
  ☆161Updated 3 months ago
• automl / HpBandSter
  a distributed Hyperband implementation on Steroids
  ☆616Updated 2 years ago
• cvxgrp / cvxpylayers
  Differentiable convex optimization layers
  ☆1,864Updated last month
• hubbs5 / or-gym
  Environments for OR and RL Research
  ☆389Updated last year
• yunshengtian / DGEMO
  [NeurIPS 2020] Diversity-Guided Efficient Multi-Objective Optimization With Batch Evaluations
  ☆102Updated last year
• EvoConJP / CMA-ES_with_Margin
  (GECCO 2022) CMA-ES with Margin: Lower-Bounding Marginal Probability for Mixed-Integer Black-Box Optimization
  ☆29Updated 10 months ago
• automl / HPOBench
  Collection of hyperparameter optimization benchmark problems
  ☆145Updated 7 months ago