uber / 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.

Date Created 2018-06-15 (5 years ago)

Commits 691 (last one 6 months ago)

Stargazers 1,758 (2 this week)

Watchers 41 (0 this week)

Forks 281

License apache-2.0

Ranking

RepositoryStats indexes 523,840 repositories, of these uber/petastorm is ranked #27,507 (95th percentile) for total stargazers, and #51,172 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #4,095/100,813.

uber/petastorm is also tagged with popular topics, for these it's ranked: deep-learning (#783/7720), machine-learning (#810/7264), pytorch (#484/5505), tensorflow (#278/2146)

Other Information

uber/petastorm has 21 open pull requests on Github, 401 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 156 open issues and 151 closed issues.

There have been 48 releases, the latest one was published on 2022-12-16 (about a year ago) with the name Release v0.12.1.

All Topics

sysml parquet pyarrow pyspark pytorch tensorflow deep-learning parquet-files machine-learning

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Recent Commit History

27 commits on the default branch (master) since jan '22

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The primary language is Python but there's also others...

updated: 2024-06-01 @ 09:26am, id: 137539238 / R_kgDOCDKupg