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
Allikas: Https://en.wikipedia.org/wiki/Revoscalepy
No tags for this post.