Welcome to bmmltools’s documentation!

• How to install
• Data and Trace
  • Data
  • Trace
• Operations in general
  • Example of operation usage
• Reference API

Operations

• Io
  • Input
  • InputFromTrace
  • OutputRawLabels
  • OutputValidLabels
  • OutputSegmentation
• Feature
  • Binarizer
  • Patch Transform 3D
  • Patch Discrete Fourier Transform 3D
  • Dimensional reduction
  • Data standardization
• Clustering
  • Clusterer
  • Clusterer HDBSCAN
  • ClusterValidator
  • ArchetypeIdentifier
  • RotationalSimilarityIdentifier
• Segmentation
  • RandomForestSegmenter
• Explanation
  • MultiCollinearityReducer
  • ExplainWithClassifier
  • InterpretPIandPD

Visualization

• bmmlboard
  • Label Visualizer
  • Segmentation Visualizer
  • Explainer Visualizer

Miscellaneous

• Case of study: segmentation pipeline
  • Goals
  • General structure of the pipeline
  • The segmentation pipeline in detail
  • Example
  • Reference
• Case of study: identification for similarity under rotation
  • Archetypes
  • Rotational Similarity measured with a statistical test
  • Example
• Case of study: explanation pipeline
  • General strategy
  • Dataset and its preparation
  • Tools for the explanation
  • Interpreting F1 scores, PI and PD
  • Example
  • References

Indices and tables

• Index

• Module Index

• Search Page