Splunk Machine Learning Toolkit version dependencies
The Splunk Machine Learning Toolkit (MLTK) releases updates on a regular schedule. Keep your instance of MLTK and affiliated add-ons up-to-date to access the latest features.
- For a list view of new features added by release version, see What's new in the Splunk Machine Learning Toolkit.
- For installation information including links to Splunkbase for required add-ons, see Install the Splunk Machine Learning Toolkit.
About the PSC add-on
The Splunk Machine Learning Toolkit relies on the Python for Scientific Computing (PSC) add-on. Install or upgrade to a compatible version of the PSC add-on based on your operating system:
If you have any custom algorithms that rely on the PSC libraries, upgrading the PSC add-on impacts those algorithms. You must re-train any models (re-run the search that used the fit
command) using those algorithms after you upgrade PSC.
On some Windows operating systems, installing PSC through the Splunk Manage Apps user interface results in an error. This error is usually benign and you can ignore it. In some cases, you might need to manually unpack the package in the apps directory to get past the error.
Version matrix
See the following table for the compatible combinations of MLTK, the PSC add-on, Python, and the Splunk platform:
MLTK version | PSC add-on version | Python version | Splunk platform version | Notes |
---|---|---|---|---|
5.5.0 | 3.2.2 or 4.2.2 | 3.9 | Splunk Enterprise 8.2.x, 9.0.x, 9.1.x, or 9.2.x, or Splunk Cloud Platform |
These PSC versions include an updated version of OpenSSL to address a security vulnerability. |
5.4.2 | 4.2.1 | 3 | Splunk Enterprise 8.2.x, 9.0.x, 9.1.x, or 9.2.x, or Splunk Cloud Platform |
Upgrading to MLTK 5.4.2 might require model retraining. See, Upgrade the Splunk Machine Learning Toolkit.
PSC version 4.2.1 is a minor release that offers additional packages. |
3.2.1 | 3 | Splunk Enterprise 8.2.x, 9.0.x, 9.1.x, or 9.2.x, or Splunk Cloud Platform |
Upgrading to MLTK 5.4.2 might require model retraining. See, Upgrade the Splunk Machine Learning Toolkit.
PSC version 3.2.1 is a minor release that offers additional packages. | |
5.4.1 | 4.1.2 or 4.2.0 | 3 | Splunk Enterprise 9.2.x or Splunk Cloud Platform |
PSC version 4.2.0 is a minor release that offers additional packages. |
3.1.0, 3.2.0, 4.1.0, 4.1.2, or 4.2.0 | 3 | Splunk Enterprise 8.1.x, 8.2.x, 9.0.0, 9.0.1, 9.0.5, or 9.1.0 or Splunk Cloud Platform |
PSC version 4.2.0 is a minor release that offers additional packages. | |
5.4.0 | 4.1.2 | 3 | Splunk Enterprise 9.2.x or Splunk Cloud Platform |
Version 3.1.0, 4.1.0, or 4.1.2 of the PSC add-on is required to use the upload ONNX models feature. |
3.1.0, 4.1.0, or 4.1.2 | 3 | Splunk Enterprise 8.2.x, 9.0.0, 9.0.1, 9.0.5, or 9.1.0 or Splunk Cloud Platform |
Version 3.1.0, 4.1.0, or 4.1.2 of the PSC add-on is required to use the upload ONNX models feature. | |
5.3.3 | 3.0.2, 3.1.0, 4.0.0, 4.1.0, or 4.1.2 | 3 | Splunk Enterprise 8.1.x, 8.2.x, or 9.0.0 or Splunk Cloud Platform |
Version 4.0.0 of the PSC add-on requires additional installation steps. See, Install version 4.0.0 of the PSC add-on. Deprecated support of Internet Explorer. |
5.3.1 | 3.0.0, 3.0.1, or 3.0.2 | 3 | Splunk Enterprise 8.0.x, 8.1.x, 8.2.x, or 9.0.0 or Splunk Cloud Platform |
Version 3.0.2 of the PSC add-on is limited to bug fixes. |
5.3.0 | 3.0.0, 3.0.1, or 3.0.2 | 3 | Splunk Enterprise 8.0.x, 8.1.x, 8.2.x, or 9.0.0 or Splunk Cloud Platform |
This version of MLTK requires version 3.0.0, 3.0.1, or 3.0.2 of the PSC add-on. Users upgrading to this version must retrain models created in earlier versions of MLTK. |
5.2.2 | 2.0.0, 2.0.1, or 2.0.2 | 3 | Splunk Enterprise 8.0.x, 8.1.x, or 8.2.0 or Splunk Cloud Platform |
This version of MLTK is limited to a minor enhancement. |
5.2.1 | 2.0.0, 2.0.1, or 2.0.2 | 3 | Splunk Enterprise 8.0.x, 8.1.x, or 8.2.0 or Splunk Cloud Platform |
This version of MLTK is limited to a minor enhancement. |
5.2.0 | 2.0.0, 2.0.1, or 2.0.2 | 3 | Splunk Enterprise 8.0.x, 8.1.x, or 8.2.0 or Splunk Cloud Platform |
This version of MLTK is available with Splunk Enterprise version 8.0.x, 8.1.x, or 8.2.0. |
5.1.0 | 2.0.0, 2.0.1, or 2.0.2 | 3 | Splunk Enterprise 8.0.x or 8.1.x or Splunk Cloud Platform |
This version of MLTK is available with Splunk Enterprise version 8.0.x or 8.1.x. |
5.0.0 | 2.0.0, 2.0.1, or 2.0.2 | 3 | Splunk Enterprise 8.0.x or 8.1.x or Splunk Cloud Platform |
This version of MLTK is only available with Splunk Enterprise version 8.0.x or 8.1.x. Users upgrading to this version must retrain models created in earlier versions of MLTK. The file extension for models has changed from .csv to .mlmodel .
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Upgrade the Splunk Machine Learning Toolkit | Preparing your data for machine learning |
This documentation applies to the following versions of Splunk® Machine Learning Toolkit: 5.5.0
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