dimensionality_reduction 0.2.0 2024-12-19

NEW FUNCTIONALITY

Define waypoint cells during dataset processing for use by metrics (PR #11, PR #14)
Add calculation of distances between waypoints to dataset preprocessing (PR #11, PR #14)
Define label centroids in dataset preprocessing and calculate distances between centroids and from waypoints to centroids (PR #11, PR #14)
Add a post-processing component that calculates distances in the embedding space (PR #11, PR #14)
Add to centroid and between label distance correlation scores (PR #11, PR #14)

MAJOR CHANGES

Modify co-ranking metrics to use pre-computed distances (PR #11)
Modify distance correlation metrics to use pre-computed distances (PR #11)
Move spectral distance correlation to a separate component (PR #11)
Disable the trustworthiness metric as it is calculated as part of the co-ranking metrics (PR #11)

DOCUMENTATION

Update documentation for distance correlation metrics (PR #11, PR #14)

dimensionality_reduction 0.1.3 2024-10-09

MINOR CHANGES

Speed up calculating distance matrices in the co-ranking metrics (PR #4)

dimensionality_reduction 0.1.2 2024-09-23

MINOR CHANGES

Updated workflow resources for method and metric components (PR #3)

dimensionality_reduction 0.1.1 2024-09-18

NEW FUNCTIONALITY

Updated workflows to work correctly for this task (PR #2)

dimensionality_reduction 0.1.0 2024-09-05

NEW FUNCTIONALITY

Migrated components from the main Open Problems repository (PR #1)