Uber Research (uber-research)

Uber Research

uber-research

Geek Repo

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

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PPLM

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

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go-explore

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

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DeepPruner

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

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LaneGCN

[ECCV2020 Oral] Learning Lane Graph Representations for Motion Forecasting

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parallax

Tool for interactive embeddings visualization

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poet

Paired Open-Ended Trailblazer (POET) and Enhanced POET

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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.

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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/

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permute-quantize-finetune

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

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MARVIN

Uber's Multi-Agent Routing Value Iteration Network

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Map-Elites-Evolutionary

Map-Elites based on Evolution Strategies

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vargp

Variational Auto-Regressive Gaussian Processes for Continual Learning

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dispatch-optim

Constrainted based optimization

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rl-controller-verification

Quadcopter Verification

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alpacas

Alpacas

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tailr

TAILR

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