UEF Machine Learning

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18 repositories

hbc
Public
Jupyter Notebook
•0•0•0•0•Updated Oct 27, 2024Oct 27, 2024
NTN-2022
Public
Nordic Twitter Network (NTN-2020) dataset
0•0•0•0•Updated Oct 11, 2024Oct 11, 2024
tspgclu
Public
clustering cluster-analysis clustering-algorithm agglomerative-clustering
C
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GNU Lesser General Public License v3.0
•0•3•0•0•Updated Sep 6, 2024Sep 6, 2024
Balanced_k-Means_Revisited
Public
Balanced k-Means Revisited algorithm
clustering cluster-analysis clustering-algorithm balanced balanced-clustering
C
•0•8•1•0•Updated May 8, 2024May 8, 2024
ClusterAccuracy
Public
Python
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MIT License
•0•1•0•0•Updated Mar 20, 2024Mar 20, 2024
fastdp
Public
Fast variant of Density Peaks clustering
clustering cluster-analysis clustering-algorithm density-based-clustering
C
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GNU Lesser General Public License v3.0
•4•15•0•0•Updated Nov 10, 2023Nov 10, 2023
CBModules
Public
K-Means (with 9 different initialization methods), Random Swap and Genetic Algorithm implementations
C
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MIT License
•1•2•0•0•Updated Sep 12, 2023Sep 12, 2023
gclu
Public
Graph Clustering
clustering community-detection graph-clustering graph-clustering-algorithm balanced-clustering clustering-algo
C
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GNU Lesser General Public License v2.1
•1•3•0•0•Updated Sep 5, 2023Sep 5, 2023
ClusterEvaluation
Public
Cluster level similarity measure (Paper: https://doi.org/10.1016/j.patcog.2014.03.017)
C
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MIT License
•0•2•0•0•Updated Feb 10, 2023Feb 10, 2023
ParallelRandomSwap
Public
Parallel implementation of Random Swap Clustering Algorithm
Java
•0•0•0•0•Updated Jan 17, 2023Jan 17, 2023
rknng
Public
Construction of kNN graph by Random Pair Division
C
•
GNU Lesser General Public License v3.0
•2•0•0•1•Updated Dec 1, 2022Dec 1, 2022
K-sets_and_K-swaps
Public
Python implementations of K-sets and K-swaps algorithms
Python
•0•1•0•0•Updated Oct 10, 2022Oct 10, 2022
RandomSwap
Public
Efficiency of random swap clustering (Paper: http://tiny.cc/44bm9y)
data-science algorithm clustering machinelearning k-means random-swap
C
•0•1•0•0•Updated Sep 16, 2022Sep 16, 2022
C-SIM
Public
C-SIM similarity measure for (GPS) trajectories
Java
•2•1•0•0•Updated Dec 23, 2019Dec 23, 2019
KM-Epsilon
Public
Optimal Categorical Clustering using Entropy Objective Function and Random Swap
Python
•1•0•0•0•Updated Dec 20, 2019Dec 20, 2019
string_dataset_generator
Public
This is an implementation of string dataset generator for clustering purpose
Python
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MIT License
•1•0•0•0•Updated Sep 27, 2019Sep 27, 2019
StringSimilarityMeasures
Public
Framework for Syntactic String Similarity Measures (Paper: https://doi.org/10.1016/j.eswa.2019.03.048) http://cs.uef.fi/sipu/soft/stringsim/
java string similarity
Java
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MIT License
•0•0•0•0•Updated Jul 17, 2019Jul 17, 2019
MeanShift
Public
Mean-shift and Medoid-shift for outlier detection (Paper: http://cs.uef.fi/sipu/pub/FSDM2595.pdf)
python machine-learning algorithm outlier-detection mean-shift medoid-shift
Python
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MIT License
•0•3•0•0•Updated Jul 17, 2019Jul 17, 2019