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Tengyu Ma's Projects

alphago icon alphago

A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.

cleverhans icon cleverhans

A library for benchmarking vulnerability to adversarial examples

deep-review icon deep-review

A collaboratively written review paper on deep learning, genomics, and precision medicine

examples icon examples

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

foyer icon foyer

A package for atom-typing as well as applying and disseminating forcefields

gitpython icon gitpython

GitPython is a python library used to interact with Git repositories.

mbuild icon mbuild

mBuild is a hierarchical, component based molecule builder

models-1 icon models-1

Models and examples built with TensorFlow

parmed icon parmed

Parameter/topology editor and molecular simulator

pygithub icon pygithub

Python library implementing the GitHub API v3

spherical-cnn icon spherical-cnn

Demo code for the paper "Learning SO(3) Equivariant Representations with Spherical CNNs"

ugscnn icon ugscnn

Spherical CNNs on Unstructured Grids Using Parameterized Differential Operators

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