Description:

ADENINE (A Data ExploratioN pIpeliNE) is a command-line Python tool for data exploration that, starting from a set of unsupervised algorithms, creates textual and graphical reports of an arbitrary number of pipelines. Data imputing, preprocessing, dimensionality reduction and clustering strategies are considered as building blocks for constructing data analysis pipelines. The user is simply required to specify input data and to select blocks. ADENINE, then, takes care of generating and running the pipelines obtained by all possible combinations of the selected blocks.

Changes to previous version:

Initial Announcement on mloss.org.

BibTeX Entry: Download

Supported Operating Systems: Linux, Os X

Data Formats: Csv, Npy

Tags: Clustering, Dimensionality Reduction, Unsupervised Learning, Data Exploration

Archive: download here

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