hypertools 0.6
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        • How to use HyperTools
          • Plot
          • Analyze
          • Normalize
          • Reduce
          • Align
          • Cluster
          • DataGeometry Objects
          • Plotting text
    • How to use HyperTools
      • Plot
      • Analyze
      • Normalize
      • Reduce
      • Align
      • Cluster
      • DataGeometry Objects
      • Plotting text
    Source

    How to use HyperTools¶

    Plot¶

    • Plotting
      • Import Hypertools and other libraries for tutorial
      • Load your data
      • Plot with default settings
      • Plot in 2D
      • Using other dimensionality reduction algorithms
      • Coloring by hue
      • Interpolating missing data
      • Labeling plotted points
      • Data Clustering
      • Normalization
      • Aligning datasets with different coordinate systems
      • Saving
      • Plotting text using semantic models

    Analyze¶

    • Analyze
      • Import packages
      • Load your data
      • Normalization
      • Normalize and reduce
      • Normalize, reduce, and align

    Normalize¶

    • Normalization
      • Import packages
      • Generate synthetic data
      • Visualize the data
      • Normalizing (Specified Cols or Rows)

    Reduce¶

    • Dimensionality reduction
      • Import Hypertools
      • Load your data
      • Reduce one array
      • Reduce list of arrays
      • Reduce list of arrays (TSNE)
      • Reduce to specified number of dimensions
      • Reduce list of arrays with specific parameters

    Align¶

    • Alignment
      • Import Hypertools
      • Load your data
      • Visualize unaligned data
      • Aligning data with Hyperalignment
      • Aligning data with the Shared Response Model

    Cluster¶

    • Clustering with Hypertools
      • Import Packages
      • Load your data
      • Obtain cluster labels
      • Specify number of cluster labels
      • Different clustering models

    DataGeometry Objects¶

    • DataGeometry objects (geo)
      • Import Hypertools
      • Load your data
      • Plot it
      • Exploring the geo
      • Plotting with geos
      • Tranforming data using geos
      • Saving geos

    Plotting text¶

    • Visualizing text
      • Visualizing NIPS papers
      • Visualizing Wikipedia pages
      • Visualizing State of the Union Addresses
      • Changing the reduction model
      • Defining a corpus

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    Source

    © Copyright 2017, Contextual Dynamics Laboratory.
    Created using Sphinx 2.3.0.