Brain Research's repositories
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
tensorfuzz
A library for performing coverage guided fuzzing of neural networks
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.
LeaveNoTrace
Leave No Trace is an algorithm for safe reinforcement learning.
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.
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".
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".