metriculous 0.1.0

Very unstable library containing utilities to measure and visualize statistical properties of machine learning models.

Metriculous

Very unstable library containing utilities to measure and visualize statistical properties of machine learning models.

Quickstart

For examples and a general introduction please refer to the quickstart notebook.

Development

Pre-commit

Please make sure to have the pre-commit hooks installed. Install pre-commit and then run pre-commit install to register the hooks with git.

Poetry

This project uses poetry to manage dependencies. Please make sure it is installed for the required python version. Then install the dependencies with:

poetry install

To activate the virtual environment created by poetry, run

poetry shell

or execute individual commands with poetry run, e.g.

poetry run jupyter notebook

Makefile

Run make help to see all available commands.

$ make help 
help                 Show this help message
bump                 Bump metriculous version
check                Run all static checks (like pre-commit hooks)
test                 Run all tests