Uber Research

Uber's research projects. Projects in this organization are not built for production usage. Limited maintenance and support available for the repos in this org.

Pinned Repositories

deep-neuroevolution
Deep Neuroevolution
Language:Python1.7k 78 33301
DeepPruner
DeepPruner: Learning Efficient Stereo Matching via Differentiable PatchMatch (ICCV 2019)
Language:Python363 17 4440
differentiable-plasticity
Implementations of the algorithms described in Differentiable plasticity: training plastic networks with gradient descent, a research paper from Uber AI Labs.
Language:Python405 26 871
go-explore
Code for Go-Explore: a New Approach for Hard-Exploration Problems
Language:Python574 18 13104
LaneGCN
[ECCV2020 Oral] Learning Lane Graph Representations for Motion Forecasting
Language:Python528 8 39132
parallax
Tool for interactive embeddings visualization
Language:Python318 14 824
PPLM
Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.
Language:Python1.2k 27 41205
PyTorch-NEAT
Language:Python560 26 10102
sbnet
Sparse Blocks Networks
Language:Python433 20 2589
UPSNet
UPSNet: A Unified Panoptic Segmentation Network
Language:Python645 27 147118

Uber Research's Repositories

uber-research/deep-neuroevolution
Deep Neuroevolution
Language:Python1.7k 78 33301
uber-research/PPLM
Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.
Language:Python1.2k 27 41205
uber-research/go-explore
Code for Go-Explore: a New Approach for Hard-Exploration Problems
Language:Python574 18 13104
uber-research/PyTorch-NEAT
Language:Python560 26 10102
uber-research/LaneGCN
[ECCV2020 Oral] Learning Lane Graph Representations for Motion Forecasting
Language:Python528 8 39132
uber-research/parallax
Tool for interactive embeddings visualization
Language:Python318 14 824
uber-research/poet
Paired Open-Ended Trailblazer (POET) and Enhanced POET
Language:Python255 14 455
uber-research/CoordConv
Language:Python219 7 437
uber-research/TuRBO
Language:Python206 7 564
uber-research/EvoGrad
Language:Python183 14 326
uber-research/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/
Language:Go182 5 06
uber-research/permute-quantize-finetune
Using ideas from product quantization for state-of-the-art neural network compression.
Language:Python146 9 215
uber-research/CRISP
Language:Python145 6 218
uber-research/deconstructing-lottery-tickets
Language:Python144 6 225
uber-research/metropolis-hastings-gans
Language:Python117 5 228
uber-research/loss-change-allocation
Language:Python61 6 116
uber-research/GOCC
Language:Go53 3 14
uber-research/Map-Elites-Evolutionary
Map-Elites based on Evolution Strategies
Language:Python32 2 03
uber-research/java-dependency-validator
Dependency validator detects runtime compatibility issues at build time
Language:Java22 1 0
uber-research/vargp
Variational Auto-Regressive Gaussian Processes for Continual Learning
Language:Python21 2 13
uber-research/brezel
Language:Starlark9 4 02
uber-research/dispatch-optim
Constrainted based optimization
Language:Python8 3 02
uber-research/last-diff-analyzer
A multi-language tool for checking semantic equivalence for code
Language:Go7 2 01
uber-research/rl-controller-verification
Quadcopter Verification
Language:Python7 2 04
uber-research/go-context-propagate
Language:Go5 1 01
uber-research/presto-HDFS-read-data
A dump of some of our Presto logs, for use as part of ongoing Presto/HDFS research and presentations.
4 0 0
uber-research/xplane-bazel-docker
Bazel Xplane
Language:C++2 2 01
uber-research/drfix
Data race skeletons from Uber's Go codebase for research in concurrency bug detection and analysis.
Language:Go1
uber-research/tailr
TAILR
Language:Python1 2 01
uber-research/alpacas
Alpacas
Language:Scala2 01