Release History

Version 0.5.1

First public release.

Version 0.5.0

Features

• TPE optimization with Optuna

Version 0.4.1

Features

• Features filtering can be done by variance, Median Absolute Deviation (MAD) or truncated Single Value Decomposition (t-SVD)

• Integrated UMAP dimensionality reduction

• Supervised dimensionality reduction with UMAP

• DBSCAN, HDBSCAN, Shared Nearest Neighbours and Louvain community detection are available for clusters identification

• k-Nearest Neighbours classification

• Parameters range selection can be automatic, for large jobs the mesh can be dynamically adapted

• Old runs can be resumed or extended for a finer search

• New data can be added to update an old hierarchy of clusters

• A short tutorial with the MNIST dataset is available

• GPU implementation with RAPIDS