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.
  ☆4,701Updated last week
• BloodAxe / pytorch-toolbelt
  PyTorch extensions for fast R&D prototyping and Kaggle farming
  ☆1,556Updated 3 weeks ago
• Lightning-Universe / lightning-bolts
  Toolbox of models, callbacks, and datasets for AI/ML researchers.
  ☆1,740Updated last month
• jettify / pytorch-optimizer
  torch-optimizer -- collection of optimizers for Pytorch
  ☆3,142Updated last year
• skorch-dev / skorch
  A scikit-learn compatible neural network library that wraps PyTorch
  ☆6,118Updated last month
• IDSIA / sacred
  Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
  ☆4,336Updated last month
• Lightning-AI / deep-learning-project-template
  Pytorch Lightning code guideline for conferences
  ☆1,279Updated 2 years ago
• stared / livelossplot
  Live training loss plot in Jupyter Notebook for Keras, PyTorch and others
  ☆1,318Updated 6 months ago
• trent-b / iterative-stratification
  scikit-learn cross validators for iterative stratification of multilabel data
  ☆877Updated 11 months ago
• meta-pytorch / captum
  Model interpretability and understanding for PyTorch
  ☆5,419Updated this week
• microsoft / tensorwatch
  Debugging, monitoring and visualization for Python Machine Learning and Data Science
  ☆3,456Updated last week
• microsoft / hummingbird
  Hummingbird compiles trained ML models into tensor computation for faster inference.
  ☆3,486Updated 2 months ago
• keras-team / keras-tuner
  A Hyperparameter Tuning Library for Keras
  ☆2,905Updated last week
• automl / Auto-PyTorch
  Automatic architecture search and hyperparameter optimization for PyTorch
  ☆2,492Updated last year
• davidtvs / pytorch-lr-finder
  A learning rate range test implementation in PyTorch
  ☆985Updated 3 months ago
• clearml / clearml
  ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling …
  ☆6,314Updated this week
• Lightning-Universe / lightning-flash
  Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains
  ☆1,739Updated 2 years ago
• guildai / guildai
  Experiment tracking, ML developer tools
  ☆888Updated 5 months ago
• waleedka / hiddenlayer
  Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
  ☆1,852Updated last year
• huggingface / knockknock
  🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code
  ☆2,818Updated 2 years ago
• replicate / keepsake
  Version control for machine learning
  ☆1,673Updated 7 months ago
• szagoruyko / pytorchviz
  A small package to create visualizations of PyTorch execution graphs
  ☆3,434Updated 9 months ago
• vahidk / EffectivePyTorch
  PyTorch tutorials and best practices.
  ☆1,697Updated 6 months ago
• LiyuanLucasLiu / RAdam
  On the Variance of the Adaptive Learning Rate and Beyond
  ☆2,551Updated 4 years ago
• rwightman / efficientdet-pytorch
  A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
  ☆1,637Updated last year
• sksq96 / pytorch-summary
  Model summary in PyTorch similar to `model.summary()` in Keras
  ☆4,061Updated last year
• Lightning-AI / torchmetrics
  Machine learning metrics for distributed, scalable PyTorch applications.
  ☆2,337Updated this week
• IgorSusmelj / pytorch-styleguide
  An unofficial styleguide and best practices summary for PyTorch
  ☆1,999Updated 3 years ago
• nitrain / nitrain
  Train AI models efficiently on medical images using any framework
  ☆1,874Updated last year
• albumentations-team / albumentations
  Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
  ☆15,159Updated 3 months ago