ashleve / lightning-hydra-template

Related projects ⓘ

Alternatives and complementary repositories for lightning-hydra-template

• Lightning-AI / torchmetrics
  Machine learning metrics for distributed, scalable PyTorch applications.
  ☆2,137Updated this week
• arogozhnikov / einops
  Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
  ☆8,524Updated this week
• libffcv / ffcv
  FFCV: Fast Forward Computer Vision (and other ML workloads!)
  ☆2,867Updated 5 months ago
• jettify / pytorch-optimizer
  torch-optimizer -- collection of optimizers for Pytorch
  ☆3,043Updated 7 months ago
• KevinMusgrave / pytorch-metric-learning
  The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
  ☆6,014Updated 2 weeks ago
• Lightning-AI / deep-learning-project-template
  Pytorch Lightning code guideline for conferences
  ☆1,242Updated last year
• TylerYep / torchinfo
  View model summaries in PyTorch!
  ☆2,603Updated this week
• webdataset / webdataset
  A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
  ☆2,328Updated last month
• pytorch / captum
  Model interpretability and understanding for PyTorch
  ☆4,935Updated this week
• IgorSusmelj / pytorch-styleguide
  An unofficial styleguide and best practices summary for PyTorch
  ☆1,931Updated 2 years ago
• vturrisi / solo-learn
  solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
  ☆1,437Updated this week
• phlippe / uvadlc_notebooks
  Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023
  ☆2,579Updated 3 weeks ago
• victoresque / pytorch-template
  PyTorch deep learning projects made easy.
  ☆4,762Updated 5 months ago
• Lightning-Universe / lightning-bolts
  Toolbox of models, callbacks, and datasets for AI/ML researchers.
  ☆1,695Updated 2 weeks ago
• lucidrains / x-transformers
  A concise but complete full-attention transformer with a set of promising experimental features from various papers
  ☆4,793Updated this week
• patrick-kidger / torchtyping
  Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.
  ☆1,408Updated 3 months ago
• clementchadebec / benchmark_VAE
  Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
  ☆1,822Updated 3 months ago
• paperswithcode / releasing-research-code
  Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
  ☆2,587Updated last year
• lucidrains / lion-pytorch
  🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch
  ☆2,041Updated 5 months ago
• lucidrains / vector-quantize-pytorch
  Vector (and Scalar) Quantization, in Pytorch
  ☆2,639Updated last week
• facebookresearch / vissl
  VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
  ☆3,261Updated 8 months ago
• Stonesjtu / pytorch_memlab
  Profiling and inspecting memory in pytorch
  ☆1,020Updated 3 months ago
• AntixK / PyTorch-VAE
  A Collection of Variational Autoencoders (VAE) in PyTorch.
  ☆6,688Updated 5 months ago
• HobbitLong / SupContrast
  PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
  ☆3,122Updated 10 months ago
• sksq96 / pytorch-summary
  Model summary in PyTorch similar to `model.summary()` in Keras
  ☆4,020Updated 8 months ago
• xl0 / lovely-tensors
  Tensors, for human consumption
  ☆1,113Updated 3 weeks ago
• huggingface / accelerate
  🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…
  ☆7,958Updated this week
• facebookresearch / fairscale
  PyTorch extensions for high performance and large scale training.
  ☆3,195Updated last week
• szagoruyko / pytorchviz
  A small package to create visualizations of PyTorch execution graphs
  ☆3,231Updated 7 months ago
• idiap / fast-transformers
  Pytorch library for fast transformer implementations
  ☆1,643Updated last year