Microsoft Machine Learning Server supports R and Python deployments on Windows servers, with expansion to other supported platforms planned for late 2017.
Microsoft Machine Learning Services brings the compute to the data by allowing R to run on the same computer as the database. It includes the Trusted Launchpad service, which runs outside the SQL Server process and communicates securely with the R or Python runtime.
Use the MSDN Forum Microsoft Machine Learning Server for questions about ML Server.
The following repositories contain sample code for you to try.
| Repository | Description |
|---|---|
| Microsoft/SQL-Server-R-Services-Samples | R Samples |
| Microsoft/SQL-Server-Python-Samples | Python Samples |
| Microsoft/microsoft-r | Operationalization and the MicrosoftML package |
These repositories are used in deployments from Azure AI Gallery and/or Microsoft AppSource. They may contain multiple languages and/or platform code.
| Solution | Documentation | Repository | Azure AI Gallery | Languages |
|---|---|---|---|---|
| Campaign Optimization | Website | GitHub | SQL Server, HDInsight Spark Cluster | R |
| Predicting Hospital Length of Stay | Website | GitHub | SQL Server | R, Python |
| Loan Credit Risk | Website | GitHub | SQL Server, HDInsight Spark Cluster | R |
| Loan ChargeOff Prediction | Website | GitHub | SQL Server, HDInsight Spark Cluster | R |
| Fraud Detection | Website | GitHub | SQL Server, HDInsight Spark Cluster | R |
| Text Classification | Website | GitHub | SQL Server | R, Python |
| Image Similarity | Website | GitHub | SQL Server | Python |
Please create a pull request if you have a repository you'd like to add to this list.
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