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    29 repositories

    • guided-evolutionary-strategies

      Public
      Guided Evolutionary Strategies
      Jupyter Notebook
      •
      Apache License 2.0
      •27•264•1•1•Updated Apr 6, 2023Apr 6, 2023

    • .allstar

      Public archive
      0•0•0•0•Updated Dec 6, 2022Dec 6, 2022

    • .github

      Public archive
      0•0•0•0•Updated Oct 26, 2022Oct 26, 2022

    • long-term-video-prediction-without-supervision

      Public
      Implementation of Hierarchical Long-term Video Prediction without Supervision
      Python
      •
      Apache License 2.0
      •22•91•2•0•Updated Nov 12, 2021Nov 12, 2021

    • deep-molecular-massspec

      Public
      Mass Spectrometry for Small Molecules using Deep Learning
      Python
      •
      Apache License 2.0
      •41•110•4•0•Updated Jun 30, 2021Jun 30, 2021

    • nngp

      Public
      Deep neural network kernel for Gaussian process
      Python
      •
      Apache License 2.0
      •56•196•2•0•Updated Sep 8, 2020Sep 8, 2020

    • ncp

      Public
      Reliable Uncertainty Estimates in Deep Neural Networks using Noise Contrastive Priors
      deep-learningtensorflowbayesian-inferenceuncertainty-estimation
      Python
      •
      Apache License 2.0
      •13•62•3•1•Updated Apr 8, 2020Apr 8, 2020

    • hol-light

      Public
      Patched version of HOL Light with tactic logging for machine learning purposes
      Standard ML
      •
      Other
      •77•33•0•1•Updated Feb 15, 2020Feb 15, 2020

    • self-attention-gan

      Public
      Python
      •
      Apache License 2.0
      •175•993•16•1•Updated Aug 19, 2019Aug 19, 2019

    • realistic-ssl-evaluation

      Public
      Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"
      Python
      •
      Apache License 2.0
      •98•458•5•3•Updated Jul 14, 2019Jul 14, 2019

    • mean-field-cnns

      Public
      Jupyter Notebook
      •
      Apache License 2.0
      •8•35•0•0•Updated Mar 1, 2019Mar 1, 2019

    • metaq

      Public
      Python
      •
      Apache License 2.0
      •1•3•0•0•Updated Oct 6, 2018Oct 6, 2018

    • fisher-rao-regularization

      Public
      Python
      •
      Apache License 2.0
      •4•9•0•0•Updated Oct 1, 2018Oct 1, 2018

    • conv-sv

      Public archive
      The Singular Values of Convolutional Layers
      Python
      •
      Apache License 2.0
      •7•71•0•0•Updated Sep 25, 2018Sep 25, 2018

    • tensorfuzz

      Public archive
      A library for performing coverage guided fuzzing of neural networks
      Python
      •
      Apache License 2.0
      •58•208•7•1•Updated Sep 25, 2018Sep 25, 2018

    • l2hmc

      Public archive
      TensorFlow implementation for training MCMC samplers from the paper: Generalizing Hamiltonian Monte Carlo with Neural Network
      Jupyter Notebook
      •
      Apache License 2.0
      •40•182•1•1•Updated Aug 14, 2018Aug 14, 2018

    • acai

      Public archive
      Code for "Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer"
      Python
      •
      Apache License 2.0
      •33•243•1•0•Updated Aug 6, 2018Aug 6, 2018

    • mirage-rl

      Public archive
      Code to reproduce the experiments in The Mirage of Action-Dependent Baselines in Reinforcement Learning.
      Python
      •
      MIT License
      •2•17•0•0•Updated Aug 2, 2018Aug 2, 2018

    • mirage-rl-bpttv

      Public archive
      Fork of https://github.com/wgrathwohl/BackpropThroughTheVoidRL with modifications for the paper "The Mirage of Action-Dependent Baselines in Reinforcement Learning".
      Python
      •
      MIT License
      •11•2•0•0•Updated Aug 2, 2018Aug 2, 2018

    • mirage-rl-trpo

      Public archive
      Fork of https://github.com/ikostrikov/pytorch-trpo with modifications for the paper "The Mirage of Action-Dependent Baselines in Reinforcement Learning".
      Python
      •
      MIT License
      •92•3•0•0•Updated Aug 2, 2018Aug 2, 2018

    • mirage-rl-stein

      Public archive
      Fork of https://github.com/DartML/PPO-Stein-Control-Variate with modifications for the paper "The Mirage of Action-Dependent Baselines in Reinforcement Learning".
      Python
      •
      MIT License
      •11•0•0•0•Updated Aug 2, 2018Aug 2, 2018

    • mirage-rl-qprop

      Public archive
      Fork of https://github.com/s…ixiang/rllabplusplus with modifications for the paper "The Mirage of Action-Dependent Baselines in Reinforcement Learning".
      Python
      •
      MIT License
      •42•2•0•0•Updated Aug 2, 2018Aug 2, 2018

    • flying-shapes

      Public archive
      A potentially infinite dataset of coloured shapes which bounce around on a black background.
      Python
      •
      Apache License 2.0
      •3•5•0•0•Updated May 30, 2018May 30, 2018

    • LeaveNoTrace

      Public archive
      Leave No Trace is an algorithm for safe reinforcement learning.
      Python
      •
      Apache License 2.0
      •6•15•1•0•Updated Apr 30, 2018Apr 30, 2018

    • data-linter

      Public archive
      The Data Linter identifies potential issues (lints) in your ML training data.
      Python
      •
      Apache License 2.0
      •9•87•0•0•Updated Dec 1, 2017Dec 1, 2017

    • wip-constrained-extractor

      Public archive
      Work in progress inference, learning, and evaluation code for extractive summarization.
      Python
      •
      Apache License 2.0
      •4•6•0•0•Updated Nov 16, 2017Nov 16, 2017

    • hyperbolictext

      Public archive
      TensorFlow source code for learning embeddings of text sequences in an unsupervised manner.
      Python
      •
      Apache License 2.0
      •2•8•0•0•Updated Aug 25, 2017Aug 25, 2017

    • mpnn

      Public archive
      Open source implementation of "Neural Message Passing for Quantum Chemistry"
      Python
      •
      Apache License 2.0
      •54•234•2•0•Updated Jul 25, 2017Jul 25, 2017

    • wip-lambada-lm

      Public archive
      LSTM language model on LAMBADA dataset
      Python
      •
      Apache License 2.0
      •4•9•0•0•Updated Nov 24, 2016Nov 24, 2016