semvec/pypi-packages huggingface dataset:
clehrity 0.0.1
Clehrity
License: MIT
Requires Python: >=3.9,<4.0

# Clehrity

[![PyPI](https://img.shields.io/pypi/v/clehrity.svg)][pypi_]
[![Status](https://img.shields.io/pypi/status/clehrity.svg)][status]
[![Python Version](https://img.shields.io/pypi/pyversions/clehrity)][python version]
[![License](https://img.shields.io/pypi/l/clehrity)][license]

[![Read the documentation at https://clehrity.readthedocs.io/](https://img.shields.io/readthedocs/clehrity/latest.svg?label=Read%20the%20Docs)][read the docs]
[![Tests](https://github.com/blengerich/clehrity/workflows/Tests/badge.svg)][tests]
[![Codecov](https://codecov.io/gh/blengerich/clehrity/branch/main/graph/badge.svg)][codecov]

[![pre-commit](https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit&logoColor=white)][pre-commit]
[![Black](https://img.shields.io/badge/code%20style-black-000000.svg)][black]

[pypi_]: https://pypi.org/project/clehrity/
[status]: https://pypi.org/project/clehrity/
[python version]: https://pypi.org/project/clehrity
[read the docs]: https://clehrity.readthedocs.io/
[tests]: https://github.com/blengerich/clehrity/actions?workflow=Tests
[codecov]: https://app.codecov.io/gh/blengerich/clehrity
[pre-commit]: https://github.com/pre-commit/pre-commit
[black]: https://github.com/psf/black

## Features

EHR deconfounding via:

- Statistical tests of discontinuity / non-monotoncities
- Integration with LLMs to find surprising / counter-causal effects

## Requirements

- Python >=3.9

## Installation

You can install _Clehrity_ via [pip] from [PyPI]:

```console
$ pip install clehrity
```

## Usage

Please see the [Command-line Reference] for details.

## Contributing

Contributions are very welcome.
To learn more, see the [Contributor Guide].

## License

Distributed under the terms of the [MIT license][license],
_Clehrity_ is free and open source software.

## Issues

If you encounter any problems,
please [file an issue] along with a detailed description.

## Credits

This project was generated from [@cjolowicz]'s [Hypermodern Python Cookiecutter] template.

[@cjolowicz]: https://github.com/cjolowicz
[pypi]: https://pypi.org/
[hypermodern python cookiecutter]: https://github.com/cjolowicz/cookiecutter-hypermodern-python
[file an issue]: https://github.com/blengerich/clehrity/issues
[pip]: https://pip.pypa.io/

<!-- github-only -->

[license]: https://github.com/blengerich/clehrity/blob/main/LICENSE
[contributor guide]: https://github.com/blengerich/clehrity/blob/main/CONTRIBUTING.md
[command-line reference]: https://clehrity.readthedocs.io/en/latest/usage.html
compute_distance 0.0.6
Compute distances and create TIF files
License: MIT
Requires Python: >=3.10,<4.0

# compute_distance

[![PyPI](https://img.shields.io/pypi/v/compute_distance?style=flat-square)](https://pypi.python.org/pypi/compute_distance/)
[![PyPI - Python Version](https://img.shields.io/pypi/pyversions/compute_distance?style=flat-square)](https://pypi.python.org/pypi/compute_distance/)
[![PyPI - License](https://img.shields.io/pypi/l/compute_distance?style=flat-square)](https://pypi.python.org/pypi/compute_distance/)

---

**Documentation**: [https://MFStark.github.io/compute_distance](https://MFStark.github.io/compute_distance)

**Source Code**: [https://github.com/MFStark/compute_distance](https://github.com/MFStark/compute_distance)

**PyPI**: [https://pypi.org/project/compute_distance/](https://pypi.org/project/compute_distance/)

---

Compute distances and create TIF files

## Installation

```sh
pip install compute_distance
```

## Development

* Clone this repository
* Requirements:
  * [Poetry](https://python-poetry.org/)
  * Python 3.7+
* Create a virtual environment and install the dependencies

```sh
poetry install
```

* Activate the virtual environment

```sh
poetry shell
```

### Testing

```sh
pytest
```

### Documentation

The documentation is automatically generated from the content of the [docs directory](./docs) and from the docstrings
 of the public signatures of the source code. The documentation is updated and published as a [Github project page
 ](https://pages.github.com/) automatically as part each release.

### Releasing

Trigger the [Draft release workflow](https://github.com/MFStark/compute_distance/actions/workflows/draft_release.yml)
(press _Run workflow_). This will update the changelog & version and create a GitHub release which is in _Draft_ state.

Find the draft release from the
[GitHub releases](https://github.com/MFStark/compute_distance/releases) and publish it. When
 a release is published, it'll trigger [release](https://github.com/MFStark/compute_distance/blob/master/.github/workflows/release.yml) workflow which creates PyPI
 release and deploys updated documentation.

### Pre-commit

Pre-commit hooks run all the auto-formatters (e.g. `black`, `isort`), linters (e.g. `mypy`, `flake8`), and other quality
 checks to make sure the changeset is in good shape before a commit/push happens.

You can install the hooks with (runs for each commit):

```sh
pre-commit install
```

Or if you want them to run only for each push:

```sh
pre-commit install -t pre-push
```

Or if you want e.g. want to run all checks manually for all files:

```sh
pre-commit run --all-files
```

---