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FAIF - Fast Artificial Intelligence Framework

Submitted by on Aug 19 2015 Suggest Revision
Resource Type:
Project
License:
GNU Library or Lesser General Public License version 2.0 (LGPLv2)
Language:
C++
Data Format:

Description

The C++ header-only artificial intelligence and bioinformatics algorithms library. The C++ template library for bioinformatics and artificial intelligence. Basic abstractions (value nomian, domain, point, space, state, etc.), DNA primitives (Nucleotide, Chain, EnergyNucleo, SecStruct, FoldedChain, FoldedPair, Codon, CodonAminoTable, Nussinov algorithm), Naive Bayesian Classifier, Decision Tree Classifier, K Nearest Neighbour Classifier, cross - validator, population genetics primitives (Allele, Locus, Loci), Timeseries primitives (TimeSeriesDigit, TimeSeriesReal, linear resampling, autoregressive predictor), search in tree like structures (depth-first, breadth-first, unified cost, A*), Evolutionary Algorithm, EM (Expectaiton-Maximization) algorithm, Hill Climbing algorithm, Random generators, Gaussian eliminator. Serialization to text or XML based on boost::serialization.
Categorized in: Applications | Bioinformatics
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