Alternatives and similar repositories for optuna

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

• rapidsai / cuml
  cuML - RAPIDS Machine Learning Library
  ☆4,823Updated this week
• pycaret / pycaret
  An open-source, low-code machine learning library in Python
  ☆9,412Updated 2 months ago
• hyperopt / hyperopt
  Distributed Asynchronous Hyperparameter Optimization in Python
  ☆7,439Updated last month
• skorch-dev / skorch
  A scikit-learn compatible neural network library that wraps PyTorch
  ☆6,075Updated 2 weeks ago
• autogluon / autogluon
  Fast and Accurate ML in 3 Lines of Code
  ☆9,126Updated this week
• pytorch / captum
  Model interpretability and understanding for PyTorch
  ☆5,307Updated last week
• arogozhnikov / einops
  Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
  ☆9,028Updated last week
• shap / shap
  A game theoretic approach to explain the output of any machine learning model.
  ☆24,121Updated this week
• pyro-ppl / pyro
  Deep universal probabilistic programming with Python and PyTorch
  ☆8,818Updated this week
• aimhubio / aim
  Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
  ☆5,702Updated this week
• microsoft / FLAML
  A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
  ☆4,164Updated this week
• rapidsai / cudf
  cuDF - GPU DataFrame Library
  ☆9,033Updated this week
• pytorch / botorch
  Bayesian optimization in PyTorch
  ☆3,292Updated this week
• pytorch / ignite
  High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
  ☆4,676Updated last week
• pyg-team / pytorch_geometric
  Graph Neural Network Library for PyTorch
  ☆22,596Updated this week
• dmlc / dgl
  Python package built to ease deep learning on graph, on top of existing DL frameworks.
  ☆13,965Updated 5 months ago
• bayesian-optimization / BayesianOptimization
  A Python implementation of global optimization with gaussian processes.
  ☆8,315Updated last week
• awslabs / gluonts
  Probabilistic time series modeling in Python
  ☆4,942Updated 2 weeks ago
• lmcinnes / umap
  Uniform Manifold Approximation and Projection
  ☆7,859Updated this week
• facebook / Ax
  Adaptive Experimentation Platform
  ☆2,527Updated this week
• google / flax
  Flax is a neural network library for JAX that is designed for flexibility.
  ☆6,671Updated this week
• facebookresearch / nevergrad
  A Python toolbox for performing gradient-free optimization
  ☆4,094Updated last month
• catalyst-team / catalyst
  Accelerated deep learning R&D
  ☆3,356Updated 2 weeks ago
• automl / Auto-PyTorch
  Automatic architecture search and hyperparameter optimization for PyTorch
  ☆2,456Updated last year
• microsoft / hummingbird
  Hummingbird compiles trained ML models into tensor computation for faster inference.
  ☆3,447Updated 2 months ago
• IDSIA / sacred
  Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
  ☆4,315Updated 7 months ago
• keras-team / keras-tuner
  A Hyperparameter Tuning Library for Keras
  ☆2,893Updated 7 months ago
• facebookresearch / hydra
  Hydra is a framework for elegantly configuring complex applications
  ☆9,488Updated last week
• NVIDIA / apex
  A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
  ☆8,716Updated this week
• mlflow / mlflow
  Open source platform for the machine learning lifecycle
  ☆21,203Updated this week