Metadata-Version: 2.1
Name: hi-ml
Version: 0.5.0
Summary: Microsoft Health Futures package containing high level ML components
Home-page: https://github.com/microsoft/hi-ml
Author: Biomedical Imaging Team @ Microsoft Health Futures
Author-email: innereyedev@microsoft.com
License: MIT License
Keywords: Health Futures,Health Intelligence,AzureML
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering :: Medical Science Apps.
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3.9
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: dataclasses-json (==0.5.2)
Requires-Dist: hi-ml-azure (>=0.1.8)
Requires-Dist: jinja2 (==3.0.2)
Requires-Dist: matplotlib (>=3.4.3)
Requires-Dist: opencv-python-headless (>=4.5.1.48)
Requires-Dist: pandas (>=1.3.4)
Requires-Dist: pillow (==10.0.1)
Requires-Dist: protobuf (<4.0)
Requires-Dist: pytorch-lightning (<1.7,>=1.6.0)
Requires-Dist: rpdb (>=0.1.6)
Requires-Dist: torchvision (>=0.10.0)
Requires-Dist: torch (<2.0,>=1.9.0)

# Microsoft Health Intelligence Machine Learning Toolbox

## Overview

This toolbox aims at providing low-level and high-level building blocks for Machine Learning / AI researchers and
practitioners. It helps to simplify and streamline work on deep learning models for healthcare and life sciences,
by providing tested components (data loaders, pre-processing), and deep learning models.

## Installation

You can install the latest version from `pypi` via

```console
pip install hi-ml
```

## Documentation

The detailed package documentation, with examples and API reference, is on
[readthedocs](https://hi-ml.readthedocs.io/en/latest/).

## Getting started

Examples that illustrate the use of the `hi-ml` toolbox can be found on
[readthedocs](https://hi-ml.readthedocs.io/en/latest/).

## Changelog

We are relying on Github's auto-generated changelog to describe what went into a release. Please check [each individual release](https://github.com/microsoft/hi-ml/releases) to see a full changelog.

## Links

* Github [https://github.com/microsoft/hi-ml](https://github.com/microsoft/hi-ml)
* Project InnerEye [http://aka.ms/InnerEye](http://aka.ms/InnerEye)


