Mlnotebooks Versions Save

• Any updates made to the ML toolkit 3.0 release are reflected in the notebooks
• Refactor coding/commenting style of utils.q/graphics.q to be up to date with coding standards

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

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

• Addition of the following notebooks
  • Clustering Library
  • Automated Machine Learning Library
• Modifications to wording and structures in a number of notebooks

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

Graphiz install in docker image and changes to ML04 notebook

7d9f6e6 Add files via upload - Slight changes to the output from certain cells ee8531e graphviz issue solved -
9549fe1 Add files via upload -

initial release with docker image