Nicolas Remerscheid's repositories
DPBenchmark
A modular codebase for the benchmarking of popular machine learning design choices in differentially private learning systems. Codebase for the Paper: SmoothNets: Optimizing CNN architecture design for differentially private deep learning
mpd_backend
Backend for the MPD Course at the Center for Digital Technology Management.
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
deepee
Differentially Private Deep Learning in PyTorch
faqs_pytorch_scholarship
FAQs in Slack channel of Udacity's PyTorch Scholarship Challenge.
PointGroup
PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation
lightning-bolts
Toolbox of models, callbacks, and datasets for AI/ML researchers.
PyGrid
A Peer-to-peer Platform for Secure, Privacy-preserving, Decentralized Data Science
SyMPC
A SMPC companion library for Syft