Climer Lab

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9 repositories

sieve
Public
A community detection algorithm based on optimizing the Sieve objective function using IBM ILOG CPLEX to solve an Integer Linear Program.
cpp community-detection cplex integer-programming integer-linear-programming
C++
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BSD 3-Clause "New" or "Revised" License
•0•0•0•0•Updated Sep 16, 2024Sep 16, 2024
MrClean-NoMiss
Public
cpp cplex data-cleaning discrete-optimization integer-linear-programming
C++
•0•0•0•0•Updated Jul 10, 2024Jul 10, 2024
mrclean
Public
Two Mixed Integer Programs for cleaning a data file.
cpp cplex data-cleaning discrete-optimization mixed-integer-programming data-cleansing integer-linear-programming
C++
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BSD 3-Clause "New" or "Revised" License
•0•0•0•0•Updated Jul 10, 2024Jul 10, 2024
mrclean-greedy
Public
A greedy algorithm for cleaning a data file.
cpp data-cleaning greedy-algorithms discrete-optimization
C++
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BSD 3-Clause "New" or "Revised" License
•0•0•0•0•Updated Jul 5, 2024Jul 5, 2024
CSFS
Public
A cut-and-solve based feature selection for continous data
cpp feature-selection cplex openmpi discrete-optimization integer-linear-programming
C++
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BSD 3-Clause "New" or "Revised" License
•0•0•0•0•Updated Mar 15, 2024Mar 15, 2024
FBP
Public
Frequency Based Pruning (FBP) is a feature selection algorithm based upon maximizing the Youden J statistic. FBP intelligently enumerates through combinations of features, using the frequency of smaller patterns to prune away large regions of the solution space.
cpp feature-selection enumeration discrete-optimization pruning-optimization
C++
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BSD 3-Clause "New" or "Revised" License
•0•0•0•0•Updated Mar 5, 2024Mar 5, 2024
bcd
Public
Bimodality Coefficient Difference calculator
python bimodality
Python
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BSD 3-Clause "New" or "Revised" License
•0•0•0•0•Updated Feb 19, 2024Feb 19, 2024
sync-greedy
Public
A greedy algorithm to find the combination of features that maximized the Younden J statistic.
cpp greedy-algorithms discrete-optimization youden-jstatistic
C++
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BSD 3-Clause "New" or "Revised" License
•0•0•0•0•Updated Jan 31, 2024Jan 31, 2024
LLAMA
Public
Evolutionary Algorithm that uses a double linked-list chromosome to cluster networks
cpp community-detection evolutionary-algorithms discrete-optimization
C++
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BSD 3-Clause "New" or "Revised" License
•0•0•0•0•Updated Nov 17, 2023Nov 17, 2023