Alternatives and similar repositories for pytorch-adapt:

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

• yukimasano / self-label
  Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)
  ☆538Updated 5 months ago
• shengliu66 / ELR
  Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels
  ☆292Updated last year
• criteo-research / pytorch-ada
  Another Domain Adaptation library, aimed at researchers.
  ☆96Updated last year
• kgl-prml / Contrastive-Adaptation-Network-for-Unsupervised-Domain-Adaptation
  pytorch implementation for Contrastive Adaptation Network
  ☆331Updated 4 years ago
• dougbrion / pytorch-classification-uncertainty
  This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"
  ☆449Updated last year
• jvanvugt / pytorch-domain-adaptation
  A collection of implementations of adversarial domain adaptation algorithms
  ☆622Updated 3 years ago
• imbue-ai / self_supervised
  A Pytorch-Lightning implementation of self-supervised algorithms
  ☆536Updated 2 years ago
• wetliu / energy_ood
  ☆403Updated 3 years ago
• amber0309 / Domain-generalization
  All about domain generalization
  ☆833Updated last year
• torrvision / focal_calibration
  Code for the paper "Calibrating Deep Neural Networks using Focal Loss"
  ☆158Updated last year
• kkirchheim / pytorch-ood
  👽 Out-of-Distribution Detection with PyTorch
  ☆270Updated this week
• facebookresearch / msn
  Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)
  ☆454Updated 2 years ago
• EFS-OpenSource / calibration-framework
  The net:cal calibration framework is a Python 3 library for measuring and mitigating miscalibration of uncertainty estimates, e.g., by a …
  ☆352Updated 5 months ago
• domainadaptation / salad
  A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.
  ☆335Updated 3 years ago
• Spijkervet / SimCLR
  PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
  ☆770Updated 7 months ago
• tim-learn / SHOT
  code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Ad…
  ☆441Updated 10 months ago
• p-lambda / wilds
  A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.
  ☆558Updated 11 months ago
• hollance / reliability-diagrams
  Reliability diagrams visualize whether a classifier model needs calibration
  ☆144Updated 2 years ago
• ivanpanshin / SupCon-Framework
  Implementation of Supervised Contrastive Learning with AMP, EMA, SWA, and many other tricks
  ☆168Updated 2 years ago
• niuchuangnn / SPICE
  ☆214Updated 2 years ago
• Jingkang50 / OODSurvey
  The Official Repository for "Generalized OOD Detection: A Survey"
  ☆451Updated 2 years ago
• sgvaze / osr_closed_set_all_you_need
  Official repo for our ICLR 22 Oral paper: "Open-Set Recognition: a Good Closed-Set Classifier is All You Need?"
  ☆277Updated 2 years ago
• Spijkervet / BYOL
  Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
  ☆130Updated 2 years ago
• hendrycks / ss-ood
  Self-Supervised Learning for OOD Detection (NeurIPS 2019)
  ☆266Updated 3 years ago
• leftthomas / SimCLR
  A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"
  ☆546Updated 4 years ago
• Raschka-research-group / coral-pytorch
  CORAL and CORN implementations for ordinal regression with deep neural networks.
  ☆228Updated last year
• KaiyangZhou / mixstyle-release
  Domain Generalization with MixStyle (ICLR'21)
  ☆285Updated 2 years ago
• thuml / A-Roadmap-for-Transfer-Learning
  ☆161Updated 2 years ago
• AndrewAtanov / simclr-pytorch
  PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results
  ☆197Updated 8 months ago
• SineZHAN / deepALplus
  This is a toolbox for Deep Active Learning, an extension from previous work https://github.com/ej0cl6/deep-active-learning (DeepAL toolbo…
  ☆172Updated 8 months ago