GitHub - aakash0017/BI-MOO: A multiobjective framework for biclustering of gene expression data. NSGA - 2 is used, for achieving multi-objective optimization of the biclusters. Biclusters are optimized on 3 objective functions: MSR, Row Variance, Area.

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A multiobjective framework for biclustering of gene expression data. NSGA - 2 is used, for achieving multi-objective optimization of the biclusters. Biclusters are optimized on 3 objective functions: MSR, Row Variance, Area.

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Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
.idea		.idea
examples		examples
metrics		metrics
nsga2		nsga2
plots		plots
.DS_Store		.DS_Store
LICENSE		LICENSE
README.md		README.md
_gitignore		_gitignore
biclus.py		biclus.py
results.xlsx		results.xlsx
setup.py		setup.py
~$Book1.xlsx		~$Book1.xlsx
~$results.xlsx		~$results.xlsx

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Implementation of NSGA-II algorithm in form of a python library.

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A multiobjective framework for biclustering of gene expression data. NSGA - 2 is used, for achieving multi-objective optimization of the biclusters. Biclusters are optimized on 3 objective functions: MSR, Row Variance, Area.

python multiobjective-optimization biclustering

Apache-2.0 license

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