Uber Research

uber-research

Uber's research projects. Projects in this organization are not built for production usage. Maintainance and supports are limited.

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Uber Research's repositories

deep-neuroevolution

Deep Neuroevolution

Language:PythonNOASSERTION1549 80 33

PPLM

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

Language:PythonApache-2.0897 26 37

PyTorch-NEAT

Language:PythonApache-2.0487 29 9

go-explore

Code for Go-Explore: a New Approach for Hard-Exploration Problems

Language:PythonNOASSERTION478 19 10

DeepPruner

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

Language:PythonNOASSERTION298 16 38

LaneGCN

[ECCV2020 Oral] Learning Lane Graph Representations for Motion Forecasting

Language:PythonNOASSERTION293 6 26

parallax

Tool for interactive embeddings visualization

Language:PythonNOASSERTION217 15 8

poet

Paired Open-Ended Trailblazer (POET) and Enhanced POET

Language:PythonApache-2.0215 16 3

jpeg2dct

Language:C++NOASSERTION212 10 16

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.

Language:Jupyter NotebookNOASSERTION200 15 4

CoordConv

Language:PythonNOASSERTION187 5 4

go

The Go programming language. This fork was created for pprof++, a Go profiler with hardware performance monitoring. Read through the link for more detail: https://eng.uber.com/pprof-go-profiler/

NOASSERTION16600

permute-quantize-finetune

Using ideas from product quantization for state-of-the-art neural network compression.

Language:PythonNOASSERTION125 9 2

deconstructing-lottery-tickets

Language:PythonNOASSERTION12100

metropolis-hastings-gans

Language:PythonApache-2.0111 6 1

TuRBO

Language:PythonNOASSERTION87 6 3

CRISP

Language:PythonApache-2.074 4 2

loss-change-allocation

Language:PythonNOASSERTION58 7 1

GOCC

Language:GoNOASSERTION46 2 1

Synthetic-Petri-Dish

Language:PythonNOASSERTION42 4 1

MARVIN

Uber's Multi-Agent Routing Value Iteration Network

Language:PythonNOASSERTION31 30

Map-Elites-Evolutionary

Map-Elites based on Evolution Strategies

Language:PythonNOASSERTION25 30

vargp

Variational Auto-Regressive Gaussian Processes for Continual Learning

Language:PythonApache-2.016 3 1

brezel

Language:StarlarkNOASSERTION7 30

dispatch-optim

Constrainted based optimization

Language:PythonNOASSERTION4 30

go-context-propagate

Language:Go2 10

rl-controller-verification

Quadcopter Verification

Language:PythonNOASSERTION2 30

alpacas

Alpacas

Language:ScalaNOASSERTION030

tailr

TAILR

Language:PythonNOASSERTION030

xplane-bazel-docker

Bazel Xplane

Language:C++NOASSERTION030