yuxiangw

autodp

autodp: A flexible and easy-to-use package for differential privacy

optimal_dp_linear_regression

This repo contains the code to reproduce the experimental results of https://arxiv.org/abs/1803.02596

tv_online

The homepage of the paper "Online Forecasting of Total-Variation Bounded Sequences" at NeurIPS 2019.

privacy

Library for training machine learning models with privacy for training data

CSrankings

A web app for ranking computer science departments according to their research output in selective venues.

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

glmgen

Generalized lasso implementations

gluon-tutorials-zh

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

mxnet-the-straight-dope

An interactive book on deep learning. Much easy, so MXNet. Wow.