PIUMA

PIUMA offers a tidy pipeline of Topological Data Analysis frameworks to identify and characterize communities in high and heterogeneous dimensional data.

Key Features:

• Topological Data Analysis pipeline: Implements a tidy framework for analyzing high and heterogeneous dimensional data.
• Community detection: Identifies and characterizes communities within complex datasets.

Scientific Applications:

• Phenotype identification: Enables identification of phenotypes using Mapper from topological data analysis.

Methodology:

Mapper algorithm from topological data analysis.