tengyuma

cs229m_notes

stats205_notes

the public repo for stats205 scribe notes at Stanford University

cs229t-percy

Statistical Learning Theory (CS229T) Lecture Notes

cleverhans

A library for benchmarking vulnerability to adversarial examples

deep-pwning

Metasploit for machine learning.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

offconvex.github.io

Off the convex path

refdb

Stores paper references, outputs to bib/html, does basic sanity checking on bib entries

resnet-in-tensorflow

Re-implement Kaiming He's deep residual networks in tensorflow. Can be trained with cifar10.

reversibleNN

reversible neural network

Theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.