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Library for running Gaussian mixture models and spatio-directional mixture models.

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SDMM

Library for running Gaussian mixture models and spatio-directional Mixture Models using the Enoki library. It is a complete rewrite from the original Eigen code.

Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes.

Prerequisites

This library depends on other projects, and they have to be available first.

git submodule update --init --recursive
sudo apt install libboost-all-dev libspdlog-dev libfmt-dev libbenchmark-dev

Compiling

mkdir build
cd build
cmake ..
make -j

Running the tests

TODO: Explain how to run the tests for this system.

Contributing

Please read CONTRIBUTING.md for details on our code of conduct, and the process for submitting pull requests to us.

Authors

Copyright (c) 2020 by Ana Dodik.

License

This project is licensed under the (TODO) Licence - see the LICENSE.md file for details.

Acknowledgments

I would like to thank my advisors, Thomas Müller, Cengiz Öztireli, and Marios Papas, whose insightful comments and ideas significantly improved the quality of the work.

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Library for running Gaussian mixture models and spatio-directional mixture models.

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