guyz / HMM
Python Hidden Markov Models framework
☆134Updated 11 years ago
Alternatives and similar repositories for HMM:
Users that are interested in HMM are comparing it to the libraries listed below
- Online EM algorithms for hidden Markov and semi-Markov models + applications to audio segmentation and clustering☆71Updated 9 years ago
- TensorFlow: Viterbi, Forward-Backward and Baum Welch with a Hidden Markov Model (HMM)☆135Updated 4 years ago
- A library for hidden semi-Markov models with explicit durations☆83Updated 3 years ago
- EM algorithm☆59Updated 9 years ago
- Open source HMM toolbox, with Discrete-HMM, Gaussian-HMM, GMM-HMM. (matlab)☆78Updated 8 years ago
- A variational recurrent neural network implementation in tensorflow☆103Updated 7 years ago
- Nonparametric Bayesian Inference for Sequential Data. Includes state-of-the-art MCMC inference for Beta process Hidden Markov Models (BP…☆79Updated 7 years ago
- Sequence Segmentation using Joint RNN and Structured Prediction Models (ICASSP 2017)☆17Updated 7 years ago
- Implementation of stochastic variational inference for Bayesian hidden Markov models.☆65Updated 7 years ago
- Bayesian Gaussian mixture models in Python.☆64Updated last year
- NLSTM Nested LSTM in Pytorch☆18Updated 6 years ago
- code for unsupervised learning Neural Hidden Markov Models paper☆69Updated 4 years ago
- ☆24Updated 4 years ago
- (Theano) Implementations about deep neural network, recurrent neural network, LSTM, and structured learining.☆10Updated 8 years ago
- Code for "Sequential Neural Models with Stochastic Layers"☆115Updated 8 years ago
- A tensorflow implementation of an HMM layer☆287Updated 7 years ago
- HMM Implementation in Python☆36Updated 9 years ago
- Tensorflow implementation of a Hierarchical and Multiscale RNN, described in https://arxiv.org/abs/1609.01704☆135Updated 7 years ago
- Implementation of several different types of autoencoders☆115Updated 2 years ago
- Implementation of a Variational Auto-Encoder in TensorFlow☆209Updated 7 years ago
- Replication of Semi-Supervised Learning with Deep Generative Models☆98Updated 8 years ago
- ☆291Updated 6 years ago
- Four styles of encoder decoder model by Python, Theano, Keras and Seq2Seq☆277Updated 7 years ago
- LSTM-Attention☆74Updated 7 years ago
- a python implementation of latent dirichlet allocation(lda) using variational EM algorithm☆28Updated 8 years ago
- A shape-embedded dynamic time warping (DTW) algorithm. To the best of our knowledge, shapeDTW beats all other DTW variants on UCR time se…☆92Updated 8 years ago
- A simple Tensorflow based library for deep and/or denoising AutoEncoder.☆149Updated 6 years ago
- A tensorflow implementation of "Generating Sentences from a Continuous Space"☆227Updated last year
- basic hmm☆27Updated 7 years ago
- Python code for Expectation-Maximization estimate of Gaussian mixture model☆76Updated 6 years ago