Revoscalepy
From Wikipedia, the free encyclopedia
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]
| revoscalepy | |
|---|---|
| Original author | Microsoft |
| Initial release | 2017 |
| Written in | Python |
| Platform | Windows, Linux |
| Available in | Python |
| Website | docs |
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]