scikit-spark

Spark acceleration for Scikit-Learn cross validation techniques

APACHE-2.0 License

Downloads
10.6K
Stars
8
Committers
2
View Code on GitHub
Ecosystems: scikit-learn
scikit-spark - 0.4.0 Latest Release

Published by gnsiva over 4 years ago

  • Added compatibility for sklearn 0.22
scikit-spark - 0.3.0

Published by gnsiva about 5 years ago

  • Added compatibility for sklearn 0.21
scikit-spark - 0.2.0

Published by gnsiva about 5 years ago

  • Added compatibility for sklearn 0.20
    • (previously only compatible with 0.19)
  • Added Travis CI testing
scikit-spark - 0.1.0

Published by gnsiva almost 6 years ago

  • Tested with real data
  • Fixed bug where you couldn't pickle an RS or GS object more than once
  • Made RS and GS work without Spark (work like vanilla sklearn) and added a test
  • Made the spark argument work with boolean values
  • Added spark argument to the docstrings
scikit-spark - 0.1.0rc4

Published by gnsiva over 6 years ago

  • Tests run in Python 2 and Python 3 now
  • Fixed README example (not enough parameters for RS to try)
scikit-spark - 0.1.0rc2

Published by gnsiva over 6 years ago

Bug fix release

  • Fixed setup.py import for skspark
scikit-spark - 0.1.0rc1

Published by gnsiva over 6 years ago

  • Done

    • Fully tested and working GridSearchCV and RandomizedSearchCV (python2)
    • A basic start to the README.md has been made
    • Project has been uploaded to PyPi

  • Essential to still come

    • Filling out the rest of the README.md
    • Docstrings for GridSearchCV and RandomizedSearchCV
    • Python 3 testing
    • Setting up travis
Package Rankings
Top 12.14% on Pypi.org
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