Metadata-Version: 2.1
Name: sotai
Version: 0.3.2
Summary: A Python Library For Calibrated Modeling Built With PyTorch
Author-email: SOTAI <support@sotai.ai>
Maintainer-email: SOTAI <support@sotai.ai>
License: MIT
Project-URL: Source, https://github.com/SOTAI-Labs/sotai
Project-URL: Documentation, https://github.com/SOTAI-Labs/sotai/tree/main/docs
Project-URL: Feature Requests, https://github.com/SOTAI-Labs/pytorch-calibrated/issues
Project-URL: Bug Reports, https://github.com/SOTAI-Labs/pytorch-calibrated/issues
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Python: <3.11,>=3.8
Description-Content-Type: text/markdown
License-File: LICENSE

# SOTAI

[![](https://img.shields.io/pypi/v/sotai)](https://pypi.org/project/sotai/) [![](https://github.com/SOTAI-Labs/sotai/actions/workflows/tests.yml/badge.svg?branch=main)](https://github.com/SOTAI-Labs/sotai/actions/workflows/tests.yml)

A Library For Interpretable Machine Learning. This library is a PyTorch implementation of modeling techniques found in [Monotonic Calibrated Interpolated Look-Up Tables](https://jmlr.org/papers/volume17/15-243/15-243.pdf).

Installing the package:

```shell
pip install sotai
```

Importing the package:

```python
import sotai
```

## SDK Documentation

You can find documentation for this SDK at [https://docs.sotai.ai/v/sdk-ref](https://docs.sotai.ai/v/sdk-ref) or in the repo [docs folder](./).

## Web Client User Documentation

You can find documentation for how to use the hosted web client at [https://docs.sotai.ai/](https://docs.sotai.ai/)

## Contribution Guidelines

See the guide on [contributing](CONTRIBUTING.md) for full details on how to contribute to the library. For any feature and/or bug requests, visit our [Issues](https://github.com/SOTAI-Labs/sotai/issues).

## Examples

For detailed examples on how to use the library, see [examples](https://github.com/SOTAI-Labs/sotai/tree/main/docs/examples).

## License

[MIT](../LICENSE/)
