MelonDLI

awesome-phd-advice

Collection of advice for prospective and current PhD students

Cornell-CS5670-2019

This is the course project website for Cornell CS5670, 2019 Spring

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.

data-analyst-in-python

Depix

Recovers passwords from pixelized screenshots

fitting-random-labels

Example code for the paper "Understanding deep learning requires rethinking generalization"

ganhacks

starter from "How to Train a GAN?" at NIPS2016

glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

idd-lite-example-code

IDE-baseline-Market-1501

ID-discriminative Embedding (IDE) for Person Re-identification

MI-Attack

MI_with_DA

MoEx

MoEx (Moment Exchange)

NYU-DLSP21

NYU Deep Learning Spring 2021

practical-pytorch

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

PrivacyPreservationImageRecognition

AutoML, Privacy Preserving, Federated Learning

pytorch-Deep-Learning

Deep Learning (with PyTorch)

PyTorch-Mini-Tutorials

Minimal tutorials for PyTorch

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

Roubst-and-Privacy-preserving-Federated-Learning-System

soft_intro_vae_celebA256

Soteria

Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"

TP-GAN

TP-GAN Pytorch implementation