# GMM - HMM implementation in pytorch Work in Progress Features: - Pytorch implementation of diagonal covariance and full covariance GMMs - (WIP) Pytorch implementation of HMM with discrete and continuous (GMM) emissions ## Examples Currently only GMM implementation is complete. Check `gmm_example.py` ## Attribution Parts of the implementations are based on the following repos. - [gmm-torch](https://github.com/ldeecke/gmm-torch) - [HiddenMarkovModel_Pytorch](https://github.com/TreB1eN/HiddenMarkovModel_Pytorch)