tidytof

tidytof implements an interactive, scientific analysis pipeline for high-dimensional cytometry data built using tidy data principles.

Key Features:

• Tidy data integration: Operates within tidy data principles and integrates with both the tidyverse and Bioconductor software ecosystems.
• Data input/output: Provides functionality for reading and writing data files.
• Data preprocessing: Includes data cleaning and preprocessing capabilities.
• Clustering: Supports clustering analysis for high-dimensional cytometry data.
• Visualization: Enables visualization of high-dimensional cytometry data.
• Modeling: Provides modeling functionality for cytometry data analysis.
• Analytical grammar: Implements a "grammar" of high-dimensional cytometry data analysis.

Scientific Applications:

• High-dimensional cytometry analysis: Supports interactive scientific analysis pipelines for high-dimensional cytometry datasets.

Methodology:

Built using tidy data principles; designed for interoperability with tidyverse and Bioconductor software ecosystems.