Repositories
Open-source projects
Where most of my open-source work lives. Star counts come straight from the GitHub API at build time.
openfederatedlearning
842 starsAn Open Framework for Federated Learning.
PythonView on GitHub →
CaPTk
197 starsCancer Imaging Phenomics Toolkit (CaPTk) is a software platform to perform image analysis and predictive modeling tasks. Documentation: https://cbica.github.io/CaPTk
C++View on GitHub →
GaNDLF
189 starsA generalizable application framework for segmentation, regression, and classification using PyTorch
PythonView on GitHub →
medperf
172 starsAn open benchmarking platform for medical artificial intelligence using Federated Evaluation.
PythonView on GitHub →
Front-End
95 starsFederated Learning based Deep Learning. Docs: https://fets-ai.github.io/Front-End/
C++View on GitHub →
GaNDLF-Synth
4 starsExtension for GaNDLF [gandlf.org] to enable synthesis.
PythonView on GitHub →
Related
Key projects
Running one of these in production?
Bugs and questions belong in the GitHub issues. For anything bigger than a bug, email me.
sarthak@verysafe.ai