Metadata-Version: 2.1
Name: epochalyst
Version: 0.1.6
Summary: This package contains the code for team Epoch's pipeline
Author-email: Jasper van Selm <jmvanselm@gmail.com>, Ariel Ebersberger <arielebersberger@gmail.com>, Tolga Kopar <cahittolgakopar@gmail.com>, Jeffrey Lim <jeffrey-lim@outlook.com>
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.10
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: numpy >=1.22.4
Requires-Dist: dask >=2023.12.0
Requires-Dist: pandas >=1.3.0
Requires-Dist: pyarrow >=6.0.0
Requires-Dist: torch >=2.1.0
Requires-Dist: agogos >=0.2.1

![image](./docs/_static/images/logo/Epochalyst_Logo_Dark.png#gh-light-mode-only)
![image](./docs/_static/images/logo/Epochalyst_Logo_Light.png#gh-dark-mode-only)

[![PyPI Latest Release](https://img.shields.io/pypi/v/epochalyst.svg)](https://pypi.org/project/epochalyst/)
[![PyPI Downloads](https://img.shields.io/pypi/dm/epochalyst.svg?label=PyPI%20downloads)](https://pypi.org/project/epochalyst/)

Epochalyst is the base for [Team Epoch](https://teamepoch.ai/) competitions.

This package contains many modules and classes necessary to construct the src code for machine learning competitions.

Epochalyst: A fusion of "Epoch" and "Catalyst," this name positions your pipeline as a catalyst in the field of machine learning, sparking significant advancements and transformations.

## Installation

Install `epochalyst` via pip:

```shell
pip install epochalyst
```

Or using [Poetry](https://python-poetry.org/):

```shell
poetry add epochalyst
```

## Pytest coverage report

To generate pytest coverage report run

```python
python -m pytest --cov=epochalyst --cov-report=html:coverage_re
```

## Documentation

Documentation is generated using [Sphinx](https://www.sphinx-doc.org/en/master/).

To make the documentation, run `make html` with `docs` as the working directory. The documentation can then be found in `docs/_build/html/index.html`.

Here's a short command to make the documentation and open it in the browser:

```shell
cd ./docs/;
./make.bat html; start chrome file://$PWD/_build/html/index.html
cd ../
```
