Alternatives and similar repositories for pytorch-metric-learning:

Users that are interested in pytorch-metric-learning are comparing it to the libraries listed below

• facebookresearch / moco
  PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
  ☆4,931Updated 3 months ago
• google-research / simclr
  SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
  ☆4,232Updated last year
• facebookresearch / vissl
  VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
  ☆3,278Updated last year
• arogozhnikov / einops
  Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
  ☆8,820Updated last month
• jettify / pytorch-optimizer
  torch-optimizer -- collection of optimizers for Pytorch
  ☆3,096Updated last year
• sksq96 / pytorch-summary
  Model summary in PyTorch similar to `model.summary()` in Keras
  ☆4,037Updated last year
• HobbitLong / PyContrast
  PyTorch implementation of Contrastive Learning methods
  ☆1,969Updated last year
• adambielski / siamese-triplet
  Siamese and triplet networks with online pair/triplet mining in PyTorch
  ☆3,132Updated last year
• facebookresearch / fvcore
  Collection of common code that's shared among different research projects in FAIR computer vision team.
  ☆2,099Updated 4 months ago
• pytorch / captum
  Model interpretability and understanding for PyTorch
  ☆5,156Updated this week
• HobbitLong / SupContrast
  PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
  ☆3,230Updated last year
• TylerYep / torchinfo
  View model summaries in PyTorch!
  ☆2,738Updated last week
• lukemelas / EfficientNet-PyTorch
  A PyTorch implementation of EfficientNet
  ☆8,058Updated 2 years ago
• ufoym / imbalanced-dataset-sampler
  A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
  ☆2,294Updated 2 months ago
• jason718 / awesome-self-supervised-learning
  A curated list of awesome self-supervised methods
  ☆6,248Updated 9 months ago
• facebookresearch / deit
  Official DeiT repository
  ☆4,165Updated last year
• sthalles / SimCLR
  PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
  ☆2,364Updated last year
• NVIDIA / apex
  A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
  ☆8,594Updated last week
• Lightning-AI / torchmetrics
  Machine learning metrics for distributed, scalable PyTorch applications.
  ☆2,230Updated last week
• zhaoxin94 / awesome-domain-adaptation
  A collection of AWESOME things about domian adaptation
  ☆5,247Updated 5 months ago
• CoinCheung / pytorch-loss
  label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
  ☆2,230Updated 5 months ago
• lucidrains / byol-pytorch
  Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
  ☆1,802Updated 8 months ago
• facebookresearch / swav
  PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882
  ☆2,031Updated last year
• open-mmlab / mmselfsup
  OpenMMLab Self-Supervised Learning Toolbox and Benchmark
  ☆3,241Updated last year
• facebookresearch / pycls
  Codebase for Image Classification Research, written in PyTorch.
  ☆2,152Updated last year
• szagoruyko / pytorchviz
  A small package to create visualizations of PyTorch execution graphs
  ☆3,325Updated 3 months ago
• facebookresearch / ConvNeXt
  Code release for ConvNeXt model
  ☆5,942Updated 2 years ago
• Lightning-Universe / lightning-bolts
  Toolbox of models, callbacks, and datasets for AI/ML researchers.
  ☆1,719Updated last month
• davda54 / sam
  SAM: Sharpness-Aware Minimization (PyTorch)
  ☆1,848Updated last year
• Lyken17 / pytorch-OpCounter
  Count the MACs / FLOPs of your PyTorch model.
  ☆4,973Updated 8 months ago