Linked plots with detourr 7 months ago
Fitting the Model | Two-Panel Linked View: NLDR Layout and Tour | Three-Panel Linked View: Adding Model Error
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Quick start 7 months ago
Data preprocessing 7 months ago
Algorithm for binning data 7 months ago
Algorithm for visualising the model overlaid on high-dimensional data 7 months ago
Step 1: Construct the 2-D model | Hexagonal Binning | Extract bin centroids | Triangulate the bin centroids | Generate edges from triangulation | Visualise the triangular mesh | Step 2: Lift the model into high dimensions | Map bins to high-dimensional observations | Compute high-dimensional coordinates for bins | Step 3: Visualise the high-dimensional model | Prepare data for visualisation | Interactive tour of model overlay
Generating model summaries 7 months ago
Step 1: Fitting the model | Step 2: Predicting 2-D embedding for data | Visualising predictions | Step 3: Computing model summaries | Step 4: Augmenting the dataset
Selecting the optimal bin width 7 months ago
Additional functions8 months ago
Generating background noise | Randomizing rows | Relocating clusters | Generating Rotation Matrices | Normalize data | Generating cluster locations | Numeric generators
Example data structures8 months ago
Gaussian | Cube with a hole | Circular | Branching | Cone | Conic spiral | Grided sphere | S-curve with a hole | Pyramid with a hole
Quick start8 months ago
Selecting the best fit 8 months ago
Step 1: Generate design for 2-D NLDR layouts | Step 2: Visualising HBE across configurations
