julianspaeth

Julian Späth's starred repositories

lightning

Deep learning framework to train, deploy, and ship AI products Lightning fast.

Language:PythonApache-2.025266 244 6609

flower

Flower: A Friendly Federated Learning Framework

Language:PythonApache-2.04404 38 534

lifelines

Survival analysis in Python

Language:PythonMIT2309 69 957

scikit-survival

Survival analysis built on top of scikit-learn

Language:PythonGPL-3.01092 23 214

leaf

Leaf: A Benchmark for Federated Settings

Language:PythonBSD-2-Clause821 22 36

PYthon For Homomorphic Encryption Libraries, perform encrypted computations such as sum, mult, scalar product or matrix multiplication in Python, with NumPy compatibility. Uses SEAL/PALISADE as backends, implemented using Cython.

Language:CythonApache-2.0452 12 208

xaynet

Xaynet represents an agnostic Federated Machine Learning framework to build privacy-preserving AI applications.

Language:RustApache-2.0199 18 32

secure-kmean-clustering

Practical Privacy-Preserving K-means Clustering (PETS-2020)

Language:C++33 4 3

vaccine-designer-portlet

A portlet for the interactive design of individualized vaccines

Language:CSSMIT3 5 19