torchfl-org / torchflLinks
A Python library for rapid prototyping, experimenting, and logging of federated learning using state-of-the-art models and datasets. Built using PyTorch and PyTorch Lightning.
☆42Updated last year
Alternatives and similar repositories for torchfl
Users that are interested in torchfl are comparing it to the libraries listed below
Sorting:
- FedCV: An Industrial-grade Federated Learning Framework for Diverse Computer Vision Tasks☆67Updated last year
- Deep Critical Learning. Implementation of ProSelfLC, IMAE, DM, etc.☆31Updated 2 years ago
- PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuatio…☆27Updated 3 years ago
- Hyperparameter tuning via uncertainty modeling☆48Updated last year
- Recycling diverse models☆46Updated 2 years ago
- Cyclemoid implementation for PyTorch☆90Updated 3 years ago
- Domain Adaptation☆23Updated 3 years ago
- PyTorch code corresponding to my blog series on adversarial examples and (confidence-calibrated) adversarial training.☆67Updated 2 years ago
- Benchmarking algorithms for assessing quality of data labeled by multiple annotators☆34Updated 2 years ago
- Contains code for the paper "Vision Transformers are Robust Learners" (AAAI 2022).☆122Updated 2 years ago
- Explores the ideas presented in Deep Ensembles: A Loss Landscape Perspective (https://arxiv.org/abs/1912.02757) by Stanislav Fort, Huiyi …☆66Updated 5 years ago
- Comparing four automatic image augmentation techniques in PyTorch: AutoAugment, RandAugment, AugMix, and TrivialAugment☆31Updated 2 years ago
- The official repository for "Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning" paper.☆40Updated 3 years ago
- Adversarial examples to the new ConvNeXt architecture☆20Updated 3 years ago
- Codes for paper "KNAS: Green Neural Architecture Search"☆93Updated 3 years ago
- A flexible, modular, and easy to use library to facilitate federated learning research and development in healthcare settings☆46Updated last week
- Official repository for the paper "Zero-Shot AutoML with Pretrained Models"☆47Updated last year
- Contains notebooks for the PAR tutorial at CVPR 2021.☆36Updated 4 years ago
- ModelDiff: A Framework for Comparing Learning Algorithms☆59Updated 2 years ago
- machine learning model performance metrics & charts with confidence intervals, optimized with numba to be fast☆16Updated 3 years ago
- ☆23Updated 2 years ago
- PyTorch reimplementation of the paper "HyperMixer: An MLP-based Green AI Alternative to Transformers" [arXiv 2022].☆17Updated 3 years ago
- Public repository holding examples for dataheroes library☆24Updated 4 months ago
- Measuring data importance over ML pipelines using the Shapley value.☆43Updated 2 months ago
- Implements MLP-Mixer (https://arxiv.org/abs/2105.01601) with the CIFAR-10 dataset.☆58Updated 3 years ago
- ☆37Updated 3 years ago
- ☆36Updated 3 years ago
- Code repo for KDD'22 paper : 'RES: A Robust Framework for Guiding Visual Explanation'☆32Updated 3 years ago
- Repository for the paper Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning☆36Updated 2 years ago
- ☆15Updated 4 years ago