Uber Research

Repositories

• CoordConv
  Python 27 123 2 2 Updated Sep 27, 2020

• go-explore

  Code for Go-Explore: a New Approach for Hard-Exploration Problems
  Python 39 289 5 3 Updated Sep 26, 2020

• loss-change-allocation
  Python 14 54 0 1 Updated Sep 26, 2020

• deconstructing-lottery-tickets
  Python 16 87 0 1 Updated Sep 25, 2020

• deep-neuroevolution

  Deep Neuroevolution

  machine-learning reinforcement-learning ai deep-neuroevolution
  Python 282 1,434 14 3 Updated Sep 25, 2020

• plato-research-dialogue-system

  This is the Plato Research Dialogue System, a flexible platform for developing conversational AI agents.

  nlp machine-learning deep-learning conversational-ui dialogue-systems conversational-ai conversational-agent
  Python Apache-2.0 161 853 2 1 Updated Sep 15, 2020

• DeepPruner

  DeepPruner: Learning Efficient Stereo Matching via Differentiable PatchMatch (ICCV 2019)

  real-time pytorch patchmatch stereo-vision stereo-matching iccv2019
  Python 23 192 1 0 Updated Sep 5, 2020

• var-gp

  Variational Auto-Regressive Gaussian Processes for Continual Learning

  machine-learning gaussian-processes continual-learning
  Python Apache-2.0 2 6 0 0 Updated Aug 1, 2020

• jpeg2dct
  C++ 34 161 9 1 Updated Jun 30, 2020

• PPLM

  Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.

  nlp machine-learning natural-language-processing deep-learning language-modeling natural-language-generation
  Python Apache-2.0 92 534 7 1 Updated Jun 13, 2020

• Map-Elites-Evolutionary

  Map-Elites based on Evolution Strategies
  Python 1 12 0 0 Updated May 27, 2020

• parallax

  Tool for interactive embeddings visualization

  visualization natural-language-processing embeddings
  Python 19 167 3 0 Updated May 27, 2020

• atari-model-zoo

  A binary release of trained deep reinforcement learning models trained in the Atari machine learning benchmark, and a software release that enables easy visualization and analysis of models, and comparison across training algorithms.

  machine-learning research ai deep-learning uber deep-reinforcement-learning artificial-intelligence
  Jupyter Notebook 32 194 2 0 Updated May 25, 2020

• Synthetic-Petri-Dish
  Python 6 36 0 0 Updated May 18, 2020

• atari-reset

  Forked from openai/atari-reset

  Code for the blog post "Learning Montezuma’s Revenge from a Single Demonstration"
  Python 27 7 0 0 Updated May 8, 2020

• normative-uncertainty
  Python 0 6 0 0 Updated May 6, 2020

• poet

  Paired Open-Ended Trailblazer (POET) and Enhanced POET
  Python Apache-2.0 28 150 2 0 Updated Apr 20, 2020

• GTN
  Python 22 56 1 0 Updated Apr 20, 2020

• PyTorch-NEAT
  Python Apache-2.0 76 418 5 4 Updated Feb 26, 2020

• D3G

  Estimating Q(s,s') with Deep Deterministic Dynamics Gradients
  Python Apache-2.0 4 19 0 0 Updated Feb 21, 2020

• TuRBO
  Python 8 21 0 0 Updated Feb 19, 2020

• FSDM

  Code tor the SIGDIAL 2019 paper Flexibly-Structured Model for Task-Oriented Dialogues. It implements a deep learning end-to-end differentiable dialogue system model

  natural-language-processing deep-neural-networks deep-learning natural-language-generation dialogue-agents dialogue-systems natural-language-understanding
  Python Apache-2.0 3 4 1 0 Updated Nov 27, 2019

• metropolis-hastings-gans
  Python Apache-2.0 23 96 1 1 Updated Nov 1, 2019

• backpropamine

  Train self-modifying neural networks with neuromodulated plasticity
  Python 6 48 0 0 Updated Oct 23, 2019

• differentiable-plasticity

  Implementations of the algorithms described in Differentiable plasticity: training plastic networks with gradient descent, a research paper from Uber AI Labs.

  machine-learning ai machine-learning-algorithms ml differentiable-plasticity
  Python 65 357 3 0 Updated Oct 23, 2019

• ga-world-models
  Python 2 4 0 0 Updated Oct 3, 2019

• EvoGrad
  Python 23 152 3 1 Updated Sep 16, 2019

• UPSNet

  UPSNet: A Unified Panoptic Segmentation Network

  computer-vision deep-learning instance-segmentation scene-parsing panoptic-segmentation cvpr2019
  Python 105 542 65 1 Updated Jul 11, 2019

• Evolvability-ES
  Python 4 13 0 0 Updated Jun 26, 2019

• learning-to-reweight-examples

  Code for paper "Learning to Reweight Examples for Robust Deep Learning"
  Python 32 191 3 0 Updated Mar 22, 2019