Jump to content

Revoscalepy

From Wikipedia, the free encyclopedia
The printable version is no longer supported and may have rendering errors. Please update your browser bookmarks and please use the default browser print function instead.
revoscalepy
Original author(s)Microsoft
Initial release2017; 7 years ago (2017)
Written inPython
PlatformWindows, Linux
Available inPython
Websitedocs.microsoft.com/en-us/machine-learning-server/python-reference/revoscalepy/revoscalepy-package/

revoscalepy is a machine learning package in Python created by Microsoft. It is available as part of Machine Learning Services in Microsoft SQL Server 2017 and Machine Learning Server 9.2.0 and later.[1]

The package contains functions for creating linear model, logistic regression, random forest, decision tree and boosted decision tree, in addition to some summary functions for inspecting data.[2] Other machine learning algorithms such as neural network are provided in microsoftml, a separate package that is the Python version of MicrosoftML.[3]

revoscalepy also contains functions designed to run machine learning algorithms in different compute contexts, including SQL Server, Apache Spark, and Hadoop.[2]

In June 2021, Microsoft announced to open source the revoscalepy and RevoScaleR packages, making them freely available under the MIT License.[4]

See also

References

  1. ^ "Introducing revoscalepy". Microsoft Corporation. Retrieved 2018-04-10.
  2. ^ a b "revoscalepy package". Microsoft Corporation. Retrieved 2018-04-10.
  3. ^ "microsoftml package". Microsoft Corporation. Retrieved 2018-04-10.
  4. ^ Looking to the future for R in Azure SQL and SQL Server - Microsoft SQL Server Blog