Plotly Dash Graph Building Regulation Guidance (Machine Learning (ML) Natural language processing (NLP) automated subject indexing

Introduction

Machine Learning using plotly and dash graph in table to track review changes in performance to algorithm configurations. example can be seen http://plotly-ml.buildvoc.co.uk/

Graph json generation

The graph is automatically updated from the folder on the server. All you have to do is create a metric file in .json and that will be pushed to the graph.

Table in markdown

On the machine learning notes, to be able to track configuration changes use the markdown template then save file on the server and the table is automatically updated.

Annif Metric Creation

in annif command line annif eval bldg-omikuji-parabel-en --metrics-file data-sets/bldg-regs/docs/validate/2021-10.1-bldg-omikuji-parabel-en.json data-sets/bldg-regs/docs/validate/validate.tsv annif eval command https://annif.readthedocs.io/en/stable/source/commands.html#annif-eval