melado 0.1.0

NumPy-based machine learning library

Melado 🍯

Melado is a Python library, although very immature and at its early stages, designed to provide a comprehensive collection of machine learning algorithms implemented using only the powerful numerical computing library, NumPy. Its primary objective is to serve as a valuable learning resource for understanding various machine learning algorithms without the complexity and performance considerations associated with larger machine learning frameworks.

Development

After cloning the repository, install Poetry with your favorite package manager:

paru -Syu python-poetry

Go to the melado directory and install the dependencies:

poetry install

The available Makefile can be used to either run the tests, run the Ruff linter, run the Mypy typechecker, and build the docs with Sphinx:

make {tests,lint,typecheck,docs}