tengyuma
Assistant Professor at Stanford University. Working on machine learning, deep learning, reinforcement learning, representation, and their theory.
Stanford UniversityStanford
Pinned Repositories
offconvex.github.io
Off the convex path
cleverhans
A library for benchmarking vulnerability to adversarial examples
cs229m_notes
cs229t-percy
Statistical Learning Theory (CS229T) Lecture Notes
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.
stats205_notes
the public repo for stats205 scribe notes at Stanford University
tengyuma's Repositories
tengyuma/cs229m_notes
tengyuma/stats205_notes
the public repo for stats205 scribe notes at Stanford University
tengyuma/cs229t-percy
Statistical Learning Theory (CS229T) Lecture Notes
tengyuma/cleverhans
A library for benchmarking vulnerability to adversarial examples
tengyuma/deep-pwning
Metasploit for machine learning.
tengyuma/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
tengyuma/offconvex.github.io
Off the convex path
tengyuma/refdb
Stores paper references, outputs to bib/html, does basic sanity checking on bib entries
tengyuma/resnet-in-tensorflow
Re-implement Kaiming He's deep residual networks in tensorflow. Can be trained with cifar10.
tengyuma/reversibleNN
reversible neural network
tengyuma/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.