Project details for ADENINE

Logo ADENINE 0.1.3

by samuelefiorini - June 13, 2016, 11:10:36 CET [ Project Homepage BibTeX Download ]

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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

BibTeX Entry: Download
URL: Project Homepage
Supported Operating Systems: Linux, Os X
Data Formats: Csv, Npy
Tags: Clustering, Dimensionality Reduction, Unsupervised Learning, Data Exploration
Archive: download here

Other available revisons

Version Changelog Date
  • Adenine can now distribute the execution of its pipelines on multiple machines via MPI
  • kNN data imputing strategy is now implemented
  • added python 2.7 and 3.5 support
  • stability improved and bug fixed
February 17, 2017, 14:50:49

Initial Announcement on

June 13, 2016, 11:10:36


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