pip install ray==1.8.0
Ray provides a simple, universal API for building distributed applications.
SourceAmong top 1% packages on PyPI.
Over 1.8M downloads in the last 90 days.
ray
Based on how often these packages appear together in public
requirements.txt
files on GitHub.
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Jupyter notebook assignment formatting and distribution |
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Jupyter Notebook extension to record history |
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Jupyter notebook assignment formatting and distribution |
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Jupyter server extension to supervise and proxy web services |
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ok.py supports programming projects by running tests, tracking progress, and assisting in debugging. |
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Python and Jupyter Notebook autograder |
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ObsPy - a Python framework for seismological observatories. |
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Jupyter server extension to proxy web services |
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Discrete-time and continuous-time hidden Markov model library able to handle hundreds of hidden states |
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A set of utilities for measuring content persistence and tracking authorship in MediaWiki revisions. |
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A set of utilities for group MediaWiki user actions into sessions. |
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A set of utilities for connecting to and querying a MediaWiki database. |
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A set of utilities for processing revision diffs from MediaWiki data. |
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PGM rendering at its finest |
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A library of spatial analysis functions. |
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A Jupyter notebook Python library for introductory data science |
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Blazingly fast Gaussian Processes for regression. |
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BERT Serialization Library |
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Markov Decision Process (MDP) Toolbox |
rayProportion of downloaded versions in the last 3 months (only versions over 1%).
|
1.6.0 |
28.45% |
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1.7.0 |
11.69% |
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1.3.0 |
10.66% |
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1.5.2 |
8.46% |
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1.4.0 |
7.15% |
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1.5.0 |
4.67% |
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1.5.1 |
4.53% |
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1.4.1 |
4.30% |
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1.7.1 |
3.28% |
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1.8.0 |
2.86% |
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1.0.1.post1 |
2.24% |
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0.8.6 |
1.99% |
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1.1.0 |
1.86% |
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1.2.0 |
1.38% |
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0.8.7 |
1.35% |
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0.8.4 |
1.10% |