Alternatives and similar repositories for catalyst

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

• pytorch / ignite
  High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
  ☆4,655Updated this week
• skorch-dev / skorch
  A scikit-learn compatible neural network library that wraps PyTorch
  ☆6,021Updated 2 weeks ago
• Lightning-Universe / lightning-bolts
  Toolbox of models, callbacks, and datasets for AI/ML researchers.
  ☆1,723Updated last week
• BloodAxe / pytorch-toolbelt
  PyTorch extensions for fast R&D prototyping and Kaggle farming
  ☆1,541Updated 2 months ago
• facebookresearch / nevergrad
  A Python toolbox for performing gradient-free optimization
  ☆4,058Updated 2 weeks ago
• IDSIA / sacred
  Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
  ☆4,300Updated 5 months ago
• microsoft / tensorwatch
  Debugging, monitoring and visualization for Python Machine Learning and Data Science
  ☆3,440Updated last year
• pytorch / captum
  Model interpretability and understanding for PyTorch
  ☆5,209Updated this week
• jettify / pytorch-optimizer
  torch-optimizer -- collection of optimizers for Pytorch
  ☆3,109Updated last year
• hyperopt / hyperopt
  Distributed Asynchronous Hyperparameter Optimization in Python
  ☆7,410Updated 3 months ago
• LiyuanLucasLiu / RAdam
  On the Variance of the Adaptive Learning Rate and Beyond
  ☆2,547Updated 3 years ago
• huggingface / knockknock
  🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code
  ☆2,806Updated last year
• ufoym / imbalanced-dataset-sampler
  A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
  ☆2,300Updated last month
• Lightning-AI / deep-learning-project-template
  Pytorch Lightning code guideline for conferences
  ☆1,262Updated last year
• sksq96 / pytorch-summary
  Model summary in PyTorch similar to `model.summary()` in Keras
  ☆4,040Updated last year
• arogozhnikov / einops
  Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
  ☆8,903Updated 2 weeks ago
• facebookresearch / vissl
  VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
  ☆3,283Updated last year
• rapidsai / cuml
  cuML - RAPIDS Machine Learning Library
  ☆4,699Updated this week
• NVIDIA / apex
  A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
  ☆8,650Updated this week
• tomgoldstein / loss-landscape
  Code for visualizing the loss landscape of neural nets
  ☆2,982Updated 3 years ago
• szagoruyko / pytorchviz
  A small package to create visualizations of PyTorch execution graphs
  ☆3,352Updated 4 months ago
• albumentations-team / albumentations
  Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
  ☆14,908Updated last week
• vahidk / EffectivePyTorch
  PyTorch tutorials and best practices.
  ☆1,679Updated last month
• davidtvs / pytorch-lr-finder
  A learning rate range test implementation in PyTorch
  ☆958Updated 2 weeks ago
• waleedka / hiddenlayer
  Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
  ☆1,827Updated last year
• pytorch / botorch
  Bayesian optimization in PyTorch
  ☆3,253Updated this week
• KevinMusgrave / pytorch-metric-learning
  The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
  ☆6,135Updated 3 weeks ago
• microsoft / hummingbird
  Hummingbird compiles trained ML models into tensor computation for faster inference.
  ☆3,438Updated 3 weeks ago
• google / neural-tangents
  Fast and Easy Infinite Neural Networks in Python
  ☆2,341Updated last year
• replicate / keepsake
  Version control for machine learning
  ☆1,664Updated 2 months ago