Models

• Hidden Markov Models
  • HMM Classifier
  • HMM Variants
    • Gaussian Mixture HMM
    • Categorical HMM
• Dynamic Time Warping K-Nearest Neighbors
  • KNN Regressor
  • KNN Classifier

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The following models provided by Sequentia all support variable length sequences.

Model		Task	Type	Multivariate	Multiprocessing
					Training	Prediction
HMMClassifier	GaussianMixtureHMM	Classification	Real	✔	✗	✔
	CategoricalHMM	Classification	Categorical	✗	✗	✔
KNNRegressor		Regression	Real	✔	N/A	✔
KNNClassifier		Classification	Real	✔	N/A	✔