Metadata-Version: 2.1
Name: geomstats
Version: 1.21
Summary: Geometric statistics on manifolds
Home-page: http://github.com/geomstats/geomstats
Author: Nina Miolane
Author-email: ninamio78@gmail.com
License: MIT
Description: # Geomstats
        [![Build Status](https://travis-ci.org/geomstats/geomstats.svg?branch=master)](https://travis-ci.org/geomstats/geomstats)[![Coverage Status](https://codecov.io/gh/geomstats/geomstats/branch/master/graph/badge.svg?flag=numpy)](https://codecov.io/gh/geomstats/geomstats)[![Coverage Status](https://codecov.io/gh/geomstats/geomstats/branch/master/graph/badge.svg?flag=tensorflow)](https://codecov.io/gh/geomstats/geomstats)[![Coverage Status](https://codecov.io/gh/geomstats/geomstats/branch/master/graph/badge.svg?flag=pytorch)](https://codecov.io/gh/geomstats/geomstats) (Coverages for: numpy, tensorflow, pytorch)
        
        
        Computations and statistics on manifolds with geometric structures.
        
        <img align="left" src="https://raw.githubusercontent.com/ninamiolane/geomstats/master/examples/imgs/h2_grid.png" width=110 height=110>
        
        - To get started with ```geomstats```, see the [examples directory](https://github.com/geomstats/geomstats/tree/master/examples).
        - For more in-depth applications of ``geomstats``, see the [applications repository](https://github.com/geomstats/applications/).
        - The documentation of ```geomstats``` can be found on the [documentation website](https://geomstats.github.io/).
        - If you find ``geomstats`` useful, please kindly cite our [paper](https://arxiv.org/abs/1805.08308).
        
        
        ## Installation
        
        OS X & Linux:
        
        ```
        pip3 install -r requirements.txt
        pip3 install geomstats
        ```
        
        Pytorch and tensorflow requirements are optional, as geomstats can be used with numpy only.
        
        To change backend:
        ```
        export GEOMSTATS_BACKEND=pytorch
        ```
        
        ## Getting started
        
        Run example scripts, for example:
        
        ```
        python3 examples/plot_grid_h2.py
        ```
        
        ## Contributing
        
        Developers can install the dev-requirements:
        
        ```
        pip3 install -r dev-requirements.txt
        ```
        
        And run unit tests from this folder:
        ```
        nose2 tests
        ```
        
        See our [contributing](https://github.com/geomstats/geomstats/blob/master/docs/contributing.rst) guidelines!
        
        ## Acknowledgements
        
        This work is supported by:
        - the Inria-Stanford associated team [GeomStats](http://www-sop.inria.fr/asclepios/projects/GeomStats/),
        - the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation program (grant agreement [G-Statistics](https://team.inria.fr/epione/en/research/erc-g-statistics/) No. 786854),
        - the French society for applied and industrial mathematics ([SMAI](http://smai.emath.fr/)),
        - the National Science Foundation (grant NSF DMS RTG 1501767).
        
Platform: UNKNOWN
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: License :: OSI Approved :: BSD License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Description-Content-Type: text/markdown
Provides-Extra: test
Provides-Extra: tensorflow
Provides-Extra: torch
Provides-Extra: all
