torchfl-org / torchfl
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.
☆41Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for torchfl
- FedCV: An Industrial-grade Federated Learning Framework for Diverse Computer Vision Tasks☆66Updated 4 months ago
- PyTorch code corresponding to my blog series on adversarial examples and (confidence-calibrated) adversarial training.☆67Updated last year
- PRIME: A Few Primitives Can Boost Robustness to Common Corruptions☆42Updated last year
- Python Tools for Visual Dataset Transformation☆26Updated this week
- Contains notebooks for the PAR tutorial at CVPR 2021.☆36Updated 3 years ago
- Cross-field empirical trends analysis of XAI literature☆20Updated last year
- Repo to reproduce results for Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning☆25Updated last year
- Research on Tabular Foundation Models☆27Updated 3 months ago
- machine learning model performance metrics & charts with confidence intervals, optimized with numba to be fast