Metadata-Version: 2.1
Name: mml-similarity
Version: 0.5.2
Summary: This is the MML similarity plugin, providing modes to compute task similarities.
Home-page: https://git.dkfz.de/imsy/ise/mml
Author: Patrick Godau
Author-email: patrick.godau@dkfz-heidelberg.de
License: MIT
Classifier: Natural Language :: English
Classifier: Development Status :: 4 - Beta
Classifier: Environment :: Console
Classifier: Intended Audience :: Developers
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Image Recognition
Classifier: Topic :: Scientific/Engineering :: Information Analysis
Classifier: Topic :: Scientific/Engineering :: Image Processing
Classifier: Topic :: Software Development :: Libraries :: Application Frameworks
Classifier: Topic :: Software Development :: Version Control :: Git
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Environment :: GPU
Classifier: Intended Audience :: Science/Research
Classifier: Typing :: Typed
Classifier: License :: OSI Approved :: MIT License
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE.txt
Requires-Dist: mml-core>=1.0.0
Requires-Dist: nngeometry
Requires-Dist: geomloss
Requires-Dist: opentsne

# MML task similarity plugin

This plugin provides a wide range of modes to compute task similarities.

# Install

```commandline
pip install mml-similarity
```

# Usage

The new mode `similarity` offers to compute task distances. For example to compute the `Fisher embedding distance` 
call

```commandline
mml similarity distance=fed ...
```

Task distances can be leveraged by other plugins - e.g. `mml-suggest`.
