Uber currently holds 165 public repositories out of which 19 are related to data science and machine learning.
| Name | Description | Language | Stars | License |
|---|---|---|---|---|
| athenadriver | A fully-featured AWS Athena database driver (+ athenareader https://github.com/uber/athenadriver/tree/master/athenareader) | Go | 54 | MIT License |
| Name | Description | Language | Stars | License |
|---|---|---|---|---|
| react-vis | Data Visualization Components | JavaScript | 7228 | MIT License |
| ludwig | Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code. | Python | 6835 | Apache License 2.0 |
| RIBs | Uber's cross-platform mobile architecture framework. | Java | 5638 | Apache License 2.0 |
| prototool | Your Swiss Army Knife for Protocol Buffers | Go | 4354 | MIT License |
| cadence | Cadence is a distributed, scalable, durable, and highly available orchestration engine to execute asynchronous long-running business logic in a scalable and resilient way. | Go | 3898 | MIT License |
| aresdb | A GPU-powered real-time analytics storage and query engine. | Go | 2353 | Apache License 2.0 |
| manifold | A model-agnostic visual debugging tool for machine learning | JavaScript | 1214 | Apache License 2.0 |
| causalml | Uplift modeling and causal inference with machine learning algorithms | Python | 1151 | Other |
| AthenaX | SQL-based streaming analytics platform at scale | Java | 1133 | Apache License 2.0 |
| petastorm | Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code. | Python | 889 | Apache License 2.0 |
| neuropod | A uniform interface to run deep learning models from multiple frameworks | C++ | 766 | Apache License 2.0 |
| fiber | Distributed Computing for AI Made Simple | Python | 623 | Apache License 2.0 |
| marmaray | Generic Data Ingestion & Dispersal Library for Hadoop | Java | 385 | Other |
| react-vis-force | d3-force graphs as React Components. | JavaScript | 346 | Other |
| charlatan | A Python library to efficiently manage and install database fixtures | Python | 89 | Other |
| multidimensional_urlencode | Python library to urlencode a multidimensional dict | Python | 60 | MIT License |
| hypothesis-gufunc | Extension to hypothesis for testing numpy general universal functions | Python | 24 | Apache License 2.0 |
| bayesmark | Benchmark framework to easily compare Bayesian optimization methods on real machine learning tasks | Python | 21 | Apache License 2.0 |