Alternatives and similar repositories for Gradient-Free-Optimizers

Users that are interested in Gradient-Free-Optimizers are comparing it to the libraries listed below

• gugarosa / opytimizer
  🐦 Opytimizer is a Python library consisting of meta-heuristic optimization algorithms.
  ☆630Updated 3 months ago
• hyperactive-project / Hyperactive
  A unified interface for optimization algorithms and experiments
  ☆539Updated 2 weeks ago
• google-deepmind / tree
  tree is a library for working with nested data structures
  ☆1,015Updated 11 months ago
• bayesoptbook / bayesoptbook.github.io
  Companion webpage for the book "Bayesian Optimization" by Roman Garnett
  ☆930Updated last year
• pyro-ppl / numpyro
  Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
  ☆2,580Updated last week
• motiwari / BanditPAM
  BanditPAM C++ implementation and Python package
  ☆657Updated 4 months ago
• uqfoundation / mystic
  constrained nonlinear optimization for scientific machine learning, UQ, and AI
  ☆489Updated last week
• scikit-hep / awkward
  Manipulate JSON-like data with NumPy-like idioms.
  ☆929Updated last week
• google / jaxopt
  Hardware accelerated, batchable and differentiable optimizers in JAX.
  ☆1,013Updated 2 weeks ago
• aesara-devs / aesara
  Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arra…
  ☆1,219Updated last year
• nnaisense / evotorch
  Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
  ☆1,112Updated 3 weeks ago
• EmuKit / emukit
  A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, exper…
  ☆643Updated this week
• esa / pygmo2
  A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model…
  ☆516Updated last year
• jwkvam / celluloid
  Matplotlib animations made easy
  ☆1,134Updated last year
• CMA-ES / pycma
  Python implementation of CMA-ES
  ☆1,265Updated last month
• cvxpy / cvxpylayers
  Differentiable convex optimization layers
  ☆2,035Updated last week
• pygae / clifford
  Geometric Algebra for Python
  ☆842Updated 2 months ago
• brendanartley / Regressio
  A python library for univariate regression, interpolation, and smoothing.
  ☆343Updated 2 years ago
• facebookresearch / nevergrad
  A Python toolbox for performing gradient-free optimization
  ☆4,137Updated 7 months ago
• SJ001 / AI-Feynman
  ☆733Updated last year
• probabilistic-numerics / probnum
  Probabilistic Numerics in Python.
  ☆458Updated 6 months ago
• google / autobound
  AutoBound automatically computes upper and lower bounds on functions.
  ☆365Updated 2 months ago
• SheffieldML / GPyOpt
  Gaussian Process Optimization using GPy
  ☆949Updated 2 years ago
• poets-ai / elegy
  A High Level API for Deep Learning in JAX
  ☆477Updated 3 years ago
• higham / what-is
  Important concepts in numerical linear algebra and related areas
  ☆802Updated last year
• blackjax-devs / blackjax
  BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
  ☆994Updated last month
• secondmind-labs / trieste
  A Bayesian optimization toolbox built on TensorFlow
  ☆243Updated 2 months ago
• patrick-kidger / diffrax
  Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
  ☆1,862Updated 2 weeks ago
• Ranlot / single-parameter-fit
  Real numbers, data science and chaos: How to fit any dataset with a single parameter
  ☆647Updated 3 years ago
• dgasmith / opt_einsum
  ⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.
  ☆964Updated 6 months ago