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Computations and statistics on manifolds with geometric structures.
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README.md

Geomstats

Build StatusCoverage StatusCoverage StatusCoverage Status (Coverages for: numpy, tensorflow, pytorch)

Computations and statistics on manifolds with geometric structures.

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 guidelines!

Acknowledgements

This work is partially supported by:

  • the National Science Foundation (grant NSF DMS RTG 1501767),
  • the Inria-Stanford associated team GeomStats.
  • the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation program (grant agreement G-Statistics No. 786854)
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