Brain Research

self-attention-gan

realistic-ssl-evaluation

Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"

guided-evolutionary-strategies

Guided Evolutionary Strategies

acai

Code for "Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer"

mpnn

Open source implementation of "Neural Message Passing for Quantum Chemistry"

tensorfuzz

A library for performing coverage guided fuzzing of neural networks

nngp

Deep neural network kernel for Gaussian process

l2hmc

TensorFlow implementation for training MCMC samplers from the paper: Generalizing Hamiltonian Monte Carlo with Neural Network

deep-molecular-massspec

Mass Spectrometry for Small Molecules using Deep Learning

long-term-video-prediction-without-supervision

Implementation of Hierarchical Long-term Video Prediction without Supervision

data-linter

The Data Linter identifies potential issues (lints) in your ML training data.

conv-sv

The Singular Values of Convolutional Layers

ncp

Reliable Uncertainty Estimates in Deep Neural Networks using Noise Contrastive Priors

mean-field-cnns

hol-light

Patched version of HOL Light with tactic logging for machine learning purposes

mirage-rl

Code to reproduce the experiments in The Mirage of Action-Dependent Baselines in Reinforcement Learning.

LeaveNoTrace

Leave No Trace is an algorithm for safe reinforcement learning.

fisher-rao-regularization

wip-lambada-lm

LSTM language model on LAMBADA dataset

hyperbolictext

TensorFlow source code for learning embeddings of text sequences in an unsupervised manner.

wip-constrained-extractor

Work in progress inference, learning, and evaluation code for extractive summarization.

flying-shapes

A potentially infinite dataset of coloured shapes which bounce around on a black background.

metaq

mirage-rl-trpo

Fork of https://github.com/ikostrikov/pytorch-trpo with modifications for the paper "The Mirage of Action-Dependent Baselines in Reinforcement Learning".

mirage-rl-bpttv

Fork of https://github.com/wgrathwohl/BackpropThroughTheVoidRL with modifications for the paper "The Mirage of Action-Dependent Baselines in Reinforcement Learning".

mirage-rl-qprop

Fork of https://github.com/s…ixiang/rllabplusplus with modifications for the paper "The Mirage of Action-Dependent Baselines in Reinforcement Learning".

.allstar

.github

mirage-rl-stein

Fork of https://github.com/DartML/PPO-Stein-Control-Variate with modifications for the paper "The Mirage of Action-Dependent Baselines in Reinforcement Learning".