Sequentia

Scikit-Learn compatible HMM and DTW based sequence machine learning algorithms in Python.

Features

• Models
  • Hidden Markov Models
    • HMM Classifier
    • HMM Variants
      • Gaussian Mixture HMM
      • Categorical HMM
  • Dynamic Time Warping K-Nearest Neighbors
    • KNN Regressor
    • KNN Classifier
• Preprocessing
  • Transforms
    • Filters
    • Function Transformer
• Model Selection
  • Hyper-parameter search methods
  • Cross-validation splitting methods
• Datasets
  • Digits
  • Gene Families
• Configuration

Documentation Search and Index

• Search Page

• Index