Metadata-Version: 2.1
Name: evo-science
Version: 0.1.14
Summary: Awesome evo_science created by maycuatroi
Home-page: https://github.com/maycuatroi/evo-science/
Author: maycuatroi
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: scikit-learn
Requires-Dist: matplotlib
Requires-Dist: xgboost
Requires-Dist: dtreeviz
Requires-Dist: tabulate
Requires-Dist: seaborn
Requires-Dist: pandas
Requires-Dist: python-dotenv
Provides-Extra: test
Requires-Dist: pytest; extra == "test"
Requires-Dist: coverage; extra == "test"
Requires-Dist: flake8; extra == "test"
Requires-Dist: black; extra == "test"
Requires-Dist: isort; extra == "test"
Requires-Dist: pytest-cov; extra == "test"
Requires-Dist: codecov; extra == "test"
Requires-Dist: mypy; extra == "test"
Requires-Dist: gitchangelog; extra == "test"
Requires-Dist: mkdocs; extra == "test"
Provides-Extra: keras
Requires-Dist: jax[cuda12_pip]; extra == "keras"
Requires-Dist: keras; extra == "keras"

# Evolution Science

[![codecov](https://codecov.io/gh/maycuatroi/evo-science/branch/main/graph/badge.svg?token=evo-science_token_here)](https://codecov.io/gh/maycuatroi/evo-science)
[![CI](https://github.com/maycuatroi/evo-science/actions/workflows/main.yml/badge.svg)](https://github.com/maycuatroi/evo-science/actions/workflows/main.yml)

Awesome evo_science created by maycuatroi

## Install it from PyPI

```bash
pip install evo-science
```

## Example
```python
    model = LinearRegressionModel()

    x = FeatureSet(features=[PClass, Sex, Age, SibSp, Parch, Fare])
    y = FeatureSet(features=[Survived])

    (x + y).build(
        csv_path="https://web.stanford.edu/class/archive/cs/cs109/cs109.1166/stuff/titanic.csv"
    )

    model.fit(x=x, y=y)
    model.evaluate(x=x, y=y, metrics=[Slope, ErrorStd])
    model.calculate_coefficients(x=x)
```

## Development

Read the [CONTRIBUTING.md](CONTRIBUTING.md) file.
