quollr0.3.13 package

Assign data to hexagons

Augment Data with Predictions and Error Metrics for NLDR Models

S3 generic for augment

Create a tibble with averaged high-dimensional data

Calculate 2-D Euclidean distances between vertices

Calculate the effective number of bins along x-axis and y-axis

Create a tibble with averaged high-dimensional data and high-dimension...

Create a tibble with averaged high-dimensional data and high-dimension...

Create a tibble with averaged high-dimensional data and high-dimension...

Compute mean density of hexagonal bins

Compute standardise counts in hexagons

Find low-density Hexagons

Find the number of bins required to achieve required number of non-emp...

Construct the 2-D model and lift into high-dimensions

Generate Axes for Projection

Generate centroid coordinate

Generate a design to layout 2-D representations

Generate erros and MSE for different bin widths

Generate edge information

Generate hexagonal polygon coordinates

Scaling the NLDR data

Create a hexgrid plot

Create a trimesh plot

GeomHexgrid: A Custom ggplot2 Geom for Hexagonal Grid

GeomTrimesh: A Custom ggplot2 Geom for Triangular Meshes

Compute Projection for High-Dimensional Data

Generate evaluation metrics for a hex_model object

S3 generic for glance

Grouped points in each hexagon

Hexagonal binning

Extract hexagonal bin centroids coordinates and the corresponding stan...

Extract hexagonal bin mean coordinates and the corresponding standardi...

Plot Projected Data with Axes and Circles

Arrange RMSE plot and 2-D layouts

Predict 2-D embeddings

Solve Quadratic Equation for Positive Real Roots

Visualise the model overlaid on high-dimensional data along with 2-D w...

Visualise the model overlaid on high-dimensional data

Visualise the model overlaid on high-dimensional data along with 2-D w...

stat_hexgrid Custom Stat for hexagonal grid plot

stat_trimesh Custom Stat for trimesh plot

Triangulate bin centroids

Update from and to values in trimesh data