Releases: KhiopsML/khiops
11.0.0-b.0
Text data:
- new Text type for variables in tabular or multi-table schema
- Automatic feature construction from Text variables
SNB classifier for sparse data: extension to sparse data
Random forests for regression
Khiops interpretation and reinforcement:
- Instance-based interpretation of scores
- Exact computation of Shapley values
- Importance of SNB selected variables is now computing using their mean absolute Shapley value
- Build an interpretation dictionary, to deploy interpretation values
- Build a reinforcement dictionary, to deploy reinforcement scores based on lever variables
Histograms: Optimal histograms for univariate data exploration
Coclustering instances x variables: extension of existing variable x variable coclustering, for joint density estimation to instances x variables coclustering, for exploratory analysis.
Visualization tools:
- visualization: new panel to visualize histograms
- covisualization: accounting for the case of instances x variables coclustering
Simplified ergonomy
- simplification of panels and fields, everywhere, as much as possible
- fast path: to train a model without a dictionary
- results visualization and edition of dictionaries from the graphical interface
Extended scenario-based management of Khiops, with control structures and a parameter file in json format
11.0.0-a.0
This release is for testing purposes only and there is no support for it.
Go to https://khiops.org to install the latest supported version.
10.3.2
10.3.2-rc.0
This release is for testing purposes only and there is no support for it.
Go to https://khiops.org to install the latest supported version.
10.7.3-a.0
This release is for testing purposes only and there is no support for it.
Go to https://khiops.org to install the latest supported version.
10.3.1
- Bug fix of the sort algorithm: The singleton chunks don't need to be sorted, but if the input and output file
separators are different, they need to be rewritten to change the file separator. - Minor improvement of the Java GUI (better handling of the value changes for spinner widgets).
- Other minor improvements and bug fixes.
10.3.1-rc.0
This release is for testing purposes only and there is no support for it.
Go to https://khiops.org to install the latest supported version.
10.7.0-b.0
This release is for testing purposes only and there is no support for it.
Go to https://khiops.org to install the latest supported version.
10.3.0
Linux packages have been improved.
Better integration of the file drivers (currently S3 and GCS).
Streamlined distributed computing support integration.
10.3.0-rc.0
This release is for testing purposes only and there is no support for it.
Go to https://khiops.org to install the latest supported version.