capaci / capaci-kit-learn

This repository consists of reimplementations of some machine learning algorithms with api's similar to those of scikit-learn.

Capaci Kit Learn

This repository consists of reimplementations of some machine learning algorithms with api's similar to those of scikit-learn.

It was created for the purposes of studying some topics such as machine learning, numpy, scikit-learn, documentation in python projects, automated tests with pytest, dependency management with Poetry, among others.

Install Poetry

• linux

curl -sSL https://raw.githubusercontent.com/python-poetry/poetry/master/get-poetry.py | python -

• for other systems, check https://python-poetry.org/docs/#installation

Poetry completetion

poetry completions bash > /etc/bash_completion.d/poetry.bash-completion

Activate Poetry environment

poetry shell

Install dependencies

poetry install

Running tests

poetry run pytest

Running linter

poetry run flake8