Alternatives and similar repositories for Ax

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

• meta-pytorch / botorch
  Bayesian optimization in PyTorch
  ☆3,452Updated this week
• cornellius-gp / gpytorch
  A highly efficient implementation of Gaussian Processes in PyTorch
  ☆3,818Updated last week
• facebookresearch / nevergrad
  A Python toolbox for performing gradient-free optimization
  ☆4,144Updated 7 months ago
• pyro-ppl / numpyro
  Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
  ☆2,598Updated this week
• google / neural-tangents
  Fast and Easy Infinite Neural Networks in Python
  ☆2,370Updated last year
• google / gin-config
  Gin provides a lightweight configuration framework for Python
  ☆2,149Updated last week
• GPflow / GPflow
  Gaussian processes in TensorFlow
  ☆1,898Updated 7 months ago
• dragonfly / dragonfly
  An open source python library for scalable Bayesian optimisation.
  ☆894Updated 2 years ago
• google-deepmind / dm-haiku
  JAX-based neural network library
  ☆3,171Updated 2 weeks ago
• pyro-ppl / pyro
  Deep universal probabilistic programming with Python and PyTorch
  ☆8,962Updated 6 months ago
• skorch-dev / skorch
  A scikit-learn compatible neural network library that wraps PyTorch
  ☆6,149Updated last month
• automl / SMAC3
  SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
  ☆1,214Updated 3 weeks ago
• facebookresearch / hiplot
  HiPlot makes understanding high dimensional data easy
  ☆2,801Updated 2 years ago
• uber / petastorm
  Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet f…
  ☆1,874Updated 3 weeks ago
• pytorch / ignite
  High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
  ☆4,727Updated last week
• microsoft / hummingbird
  Hummingbird compiles trained ML models into tensor computation for faster inference.
  ☆3,521Updated 6 months ago
• IDSIA / sacred
  Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
  ☆4,355Updated 3 months ago
• guildai / guildai
  Experiment tracking, ML developer tools
  ☆898Updated 8 months ago
• tensorly / tensorly
  TensorLy: Tensor Learning in Python.
  ☆1,654Updated 2 months ago
• scikit-optimize / scikit-optimize
  Sequential model-based optimization with a `scipy.optimize` interface
  ☆2,808Updated last year
• SheffieldML / GPy
  Gaussian processes framework in python
  ☆2,139Updated 7 months ago
• tensorflow / probability
  Probabilistic reasoning and statistical analysis in TensorFlow
  ☆4,406Updated last week
• automl / HpBandSter
  a distributed Hyperband implementation on Steroids
  ☆626Updated 3 years ago
• rapidsai / cuml
  cuML - RAPIDS Machine Learning Library
  ☆5,093Updated this week
• google-deepmind / optax
  Optax is a gradient processing and optimization library for JAX.
  ☆2,160Updated last week
• SheffieldML / GPyOpt
  Gaussian Process Optimization using GPy
  ☆949Updated 3 years ago
• replicate / keepsake
  Version control for machine learning
  ☆1,671Updated 11 months ago
• EmuKit / emukit
  A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, exper…
  ☆644Updated 3 weeks ago
• arviz-devs / arviz
  Exploratory analysis of Bayesian models with Python
  ☆1,773Updated this week
• google / vizier
  Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
  ☆1,623Updated last week