BIL++ is a set of standalone C++ packages for data processing in Bioinformatics (Graph mining, Bayesian networks, Genetic algorithm, Discretization, Gene expression data analysis, Hypothesis testing).

Features

  • Discretization methods (Equal frequency, Outliers detection with Normal Distribution)
  • Gene expression data analysis (with GEO - Gene Expression Omnibus with "*.soft" extension, "*.csv" extension)
  • Graph mining (DOT, Tulip)
  • Genetic algorithm (with EO - Evolving Object library for Windows)
  • Bayesian networks (with ProBT)
  • Hypothesis testing (Multiple comparisons)

Project Activity

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Categories

Bio-Informatics, Machine Learning, Statistics, Data Analytics

License

Boost Software License (BSL1.0), Educational Community License, Version 2.0, Microsoft Public License

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Additional Project Details

Operating Systems

Windows

Languages

English, French, Vietnamese

Intended Audience

Advanced End Users, Developers, Education, Engineering, Information Technology, Science/Research

User Interface

Command-line, Win32 (MS Windows)

Programming Language

C++

Related Categories

C++ Bio-Informatics Software, C++ Machine Learning Software, C++ Statistics Software, C++ Data Analytics Tool

Registered

2009-10-08
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