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
  ☆1,193Updated last month
• Evolutionary-Intelligence / pypop
  [JMLR (CCF-A)] PyPop7: A Pure-Python LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* variants (from e…
  ☆248Updated this week
• numbbo / coco
  Numerical Black-Box Optimization Benchmarking Framework
  ☆278Updated 5 months ago
• dietmarwo / fast-cma-es
  A Python 3 gradient-free optimization library
  ☆138Updated 2 months ago
• srom / cma-es
  Covariance Matrix Adaptation Evolution Strategy (CMA-ES)
  ☆65Updated 3 years ago
• esa / pygmo2
  A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model…
  ☆483Updated 10 months ago
• RobertTLange / evosax
  Evolution Strategies in JAX 🦎
  ☆636Updated 2 weeks ago
• uber-research / TuRBO
  ☆195Updated 11 months ago
• xKuZz / pyade
  Python Advanced Differential Evolution
  ☆43Updated last year
• yunshengtian / DGEMO
  [NeurIPS 2020] Diversity-Guided Efficient Multi-Objective Optimization With Batch Evaluations
  ☆106Updated 2 years ago
• EvoConJP / CMA-ES_with_Margin
  (GECCO 2022) CMA-ES with Margin: Lower-Bounding Marginal Probability for Mixed-Integer Black-Box Optimization
  ☆29Updated last year
• anyoptimization / pymoo
  NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
  ☆2,556Updated 2 weeks ago
• nabenabe0928 / tpe
  The tree-structured Parzen estimator (TPE) implementation and the simple running code for it
  ☆64Updated 7 months ago
• icaros-usc / pyribs
  A bare-bones Python library for quality diversity optimization.
  ☆222Updated this week
• cvxgrp / cvxpylayers
  Differentiable convex optimization layers
  ☆1,950Updated 2 weeks ago
• jMetal / jMetalPy
  A framework for single/multi-objective optimization with metaheuristics
  ☆557Updated last month
• google / jaxopt
  Hardware accelerated, batchable and differentiable optimizers in JAX.
  ☆974Updated 2 months ago
• AxelThevenot / Python_Benchmark_Test_Optimization_Function_Single_Objective
  ☆84Updated 2 years ago
• LDNN97 / Evolutionary-Optimization-Algorithms
  DE, CMA-ES, MA-ES, LM-MAES Python Implementation
  ☆31Updated 6 years ago
• secondmind-labs / trieste
  A Bayesian optimization toolbox built on TensorFlow
  ☆234Updated last week
• automl / DEHB
  ☆81Updated 2 months ago
• ppgaluzio / MOBOpt
  Multi-objective Bayesian optimization
  ☆90Updated 2 years ago
• nnaisense / evotorch
  Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
  ☆1,065Updated last month
• xingchenwan / Casmopolitan
  [ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces
  ☆30Updated 2 years ago
• thomasWeise / moptipy
  Implementation of metaheuristic optimization methods in Python for scientific, industrial, and educational scenarios. Experiments can be …
  ☆24Updated last month
• hvarfner / vanilla_bo_in_highdim
  ☆29Updated 3 months ago
• Reiyan / pflacco
  Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems
  ☆23Updated last year
• dso-org / deep-symbolic-optimization
  A deep learning framework for symbolic optimization.
  ☆655Updated 5 months ago
• Evolutionary-Intelligence / DistributedEvolutionaryComputation
  A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and …
  ☆138Updated last week
• wujian16 / Cornell-MOE
  A Python library for the state-of-the-art Bayesian optimization algorithms, with the core implemented in C++.
  ☆270Updated 5 years ago