Temporal Mapper

Usage:

  • Installation
  • Quickstart
  • Understanding Density-Based Mapper
  • Parameter Selection for Temporal Mapper

Visualizations:

  • Temporal Plots
  • Centroid Datamap
  • Interactive Growth Map

Examples:

  • Temporal Topic Modelling with Temporal Mapper and Toponymy

Module Reference:

  • TemporalMapper API
Temporal Mapper
  • Welcome to Temporal Mapper’s documentation!
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Welcome to Temporal Mapper’s documentation!

_images/mapper_goal.png

Temporal Mapper is a library for performing temporal topic modeling which is built using the Density-Based Mapper algorithm.

Usage:

  • Installation
  • Quickstart
  • Understanding Density-Based Mapper
    • Mapper
    • DBMapper
  • Parameter Selection for Temporal Mapper
    • Number of Time Slices: n_slices
    • Choice of Open Cover: slice_method
    • Choice of Clustering Algorithm: clusterer
    • Number of Nearest-Neighbours: n_neighbors
    • Temporal Kernel: kernel

Visualizations:

  • Temporal Plots
    • Static Temporal Plots
    • Interactive Temporal Plot
  • Centroid Datamap
  • Interactive Growth Map

Examples:

  • Temporal Topic Modelling with Temporal Mapper and Toponymy

Module Reference:

  • TemporalMapper API
    • Classes
    • Plotting Functions
    • Temporal Kernels

Indices and tables

  • Index

  • Module Index

  • Search Page

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