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2016

ad3

Alternating Directions Dual Decomposition

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4

alphafold

Open source code for AlphaFold.

angrybirds

AI Final Project

apricot

apricot implements submodular selection for the purpose of selecting subsets of massive data sets to train machine learning models quickly.

arxausality

A every-so-often-updated collection of every causality + machine learning paper submitted to arXiv in the recent past.

arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

awesome-random-forest

Random Forest - a curated list of resources regarding random forest

bayesianlearning

Bayesian Machine Learning

bazel

Correct, reproducible, and fast builds for everyone.

bcq

PyTorch implementation of BCQ for "Off-Policy Deep Reinforcement Learning without Exploration"

binaryconnect

binarynet

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

bios8366

Advanced Statistical Computing at Vanderbilt University's Department of Biostatistics

blackbox-backprop

Torch modules that wrap blackbox combinatorial solvers according to the method presented in "Differentiating Blackbox Combinatorial Solvers"

blocks

A Theano framework for building and training neural networks

blocks-examples

Examples and scripts using Blocks

bosen

SailingLab's Petuum project.

bot7

Bayesian Optimization for Torch7

bpl

Bayesian Program Learning model for one-shot learning

bso

caffe

Caffe: a fast open framework for deep learning.

caffe-tutorial

DIY Deep Learning for Vision: a Hands-On Tutorial with Caffe

captcha

Breaking captchas using torch

causal-inference-tutorial

Repository with code and slides for a tutorial on causal inference.

causal-infogan

causal_inference_python_code

Python code for part 2 of the book Causal Inference, by Miguel Hernán and James Robins

cevae

Causal Effect Inference with Deep Latent-Variable Models

ceygen

Cython helper for linear algebra with typed memoryviews built atop of Eigen C++ library