bmmltools
latest
How to install
Data and Trace
Operations in general
Reference API
Operations
Io
Feature
Clustering
Segmentation
Explanation
Visualization
bmmlboard
Miscellaneous
Case of study: segmentation pipeline
Case of study: identification for similarity under rotation
Case of study: explanation pipeline
bmmltools
Welcome to bmmltools’s documentation!
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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
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