Releases: KxSystems/mlnotebooks
Releases · KxSystems/mlnotebooks
Patch release for drafting of updated docker image
Refactor of ML toolkit (#16) * update to new ml/nlp version * update notebooks for ml refactor * update to new format of ml * fit->transform
5.0.0
- Any updates made to the ML toolkit 3.0 release are reflected in the notebooks
- Refactor coding/commenting style of
utils.q/graphics.qto be up to date with coding standards
AutoML notebook update
In line with updates to AutoML in v0.3.0 the associated notebook has been updated to mirror changes to function returns and additional functionality
Time Series notebook and Clustering update
What's New:
Time series notebook
- This notebook highlights a full ML workflow including the exploration of data to find patterns useful in model generation. Highlights issues with naive models and how improvements can be made with the addition of seasonal components and feature engineering.
Update:
Clustering notebook
- The clustering notebook has been changed to make use of the new fit/predict/update functionality of the toolkit and highlight their application.
- The notebook has been refactored to reduce any contained technical documentation and to highlight use-cases and dendrogram usage more clearly
Clustering and AutoML Notebooks
- Addition of the following notebooks
- Clustering Library
- Automated Machine Learning Library
- Modifications to wording and structures in a number of notebooks
Notebook refactor
This release coincides with an update to the ML repository v.0.3.3, the notebooks have been refactored for a number of reasons
- More extensive use of the functions contained within the machine learning toolkit
- Migration of cross validation and FRESH notebooks from the toolkit to a more appropriate location
- A centralized location for all notebooks allowing for tighter version contol of the notebooks
