stoclust

Submodules

• Aggregation

  Aggregation(item_group,cluster_group,agg_dict)
  

  A class for describing partitions of Indices into clusters.

  
  

• Hierarchy

  Hierarchy(items_idx,cluster_idx,cluster_children)
  

  A class for describing a hierarchical clustering.

  
  

• clustering

  Contains functions providing basic clustering techniques motivated by stochastic analysis.

  
  

• distance

  Contains functions providing calculation of basic distance metrics from raw data.

  
  

• ensemble

  Contains functions for generating ensembles from data and calculating clusters over ensembles.

  
  

• examples

  Contains functions for generating example data.

  
  

• regulators

  Contains some pre-defined regulators and halting conditions for use in the markov_random_walk method.

  
  

• simulation

  Will contain functions for generating random walks of various types. For now, only contains regulated Markovian walks.

  
  

• utils

  Contains miscellaneous useful functions.

  
  

• visualization

  Contains functions for visualizing data and clusters.