Alternatives and similar repositories for imbalanced-dataset-sampler:

Users that are interested in imbalanced-dataset-sampler are comparing it to the libraries listed below

• CoinCheung / pytorch-loss
  label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
  ☆2,207Updated 3 months ago
• kakaobrain / fast-autoaugment
  Official Implementation of 'Fast AutoAugment' in PyTorch.
  ☆1,599Updated 3 years ago
• HobbitLong / PyContrast
  PyTorch implementation of Contrastive Learning methods
  ☆1,952Updated last year
• sksq96 / pytorch-summary
  Model summary in PyTorch similar to `model.summary()` in Keras
  ☆4,026Updated 10 months ago
• ildoonet / pytorch-gradual-warmup-lr
  Gradually-Warmup Learning Rate Scheduler for PyTorch
  ☆982Updated 3 months ago
• vandit15 / Class-balanced-loss-pytorch
  Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"
  ☆787Updated 11 months ago
• jettify / pytorch-optimizer
  torch-optimizer -- collection of optimizers for Pytorch
  ☆3,067Updated 9 months ago
• lucidrains / byol-pytorch
  Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
  ☆1,787Updated 6 months ago
• davidtvs / pytorch-lr-finder
  A learning rate range test implementation in PyTorch
  ☆941Updated last month
• subeeshvasu / Awesome-Learning-with-Label-Noise
  A curated list of resources for Learning with Noisy Labels
  ☆2,648Updated 8 months ago
• sthalles / SimCLR
  PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
  ☆2,307Updated 10 months ago
• pytorch / captum
  Model interpretability and understanding for PyTorch
  ☆5,033Updated this week
• clcarwin / focal_loss_pytorch
  A PyTorch Implementation of Focal Loss.
  ☆971Updated 5 years ago
• vahidk / tfrecord
  Standalone TFRecord reader/writer with PyTorch data loaders
  ☆872Updated 4 months ago
• facebookresearch / pycls
  Codebase for Image Classification Research, written in PyTorch.
  ☆2,143Updated 9 months ago
• qubvel / ttach
  Image Test Time Augmentation with PyTorch!
  ☆990Updated last year
• davda54 / sam
  SAM: Sharpness-Aware Minimization (PyTorch)
  ☆1,807Updated 10 months ago
• Lightning-AI / torchmetrics
  Machine learning metrics for distributed, scalable PyTorch applications.
  ☆2,177Updated this week
• KevinMusgrave / pytorch-metric-learning
  The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
  ☆6,066Updated last month
• clovaai / CutMix-PyTorch
  Official Pytorch implementation of CutMix regularizer
  ☆1,225Updated 4 years ago
• facebookresearch / swav
  PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882
  ☆2,023Updated last year
• facebookresearch / mixup-cifar10
  mixup: Beyond Empirical Risk Minimization
  ☆1,170Updated 3 years ago
• waleedka / hiddenlayer
  Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
  ☆1,803Updated 11 months ago
• DeepVoltaire / AutoAugment
  Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow
  ☆1,474Updated last year
• gpleiss / temperature_scaling
  A simple way to calibrate your neural network.
  ☆1,124Updated 3 years ago
• HobbitLong / SupContrast
  PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
  ☆3,172Updated last year
• google-research / simclr
  SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
  ☆4,173Updated last year
• Lyken17 / Efficient-PyTorch
  My best practice of training large dataset using PyTorch.
  ☆1,093Updated 8 months ago
• sovrasov / flops-counter.pytorch
  Flops counter for convolutional networks in pytorch framework
  ☆2,848Updated 3 months ago
• haitongli / knowledge-distillation-pytorch
  A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
  ☆1,887Updated last year