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hierarchical-clustering

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susanli2016 /Machine-Learning-with-Python

Python code for common Machine Learning Algorithms

random-forest svm linear-regression naive-bayes-classifier pca logistic-regression decision-trees lda polynomial-regression kmeans-clustering hierarchical-clustering svr knn-classification xgboost-algorithm

UpdatedJun 5, 2025
Jupyter Notebook

skfolio

skfolio /skfolio

Python library for portfolio optimization built on top of scikit-learn

portfolio machine-learning scikit-learn portfolio-optimization trading-strategies quantitative-finance cvxpy convex-optimization asset-allocation hierarchical-clustering quantitative-investment asset-management risk-parity efficient-frontier cvar-optimization

UpdatedNov 24, 2025
Python

JuliaStats /Clustering.jl

A Julia package for data clustering

clustering julia k-means hierarchical-clustering markov-clustering fuzzy-clustering

UpdatedNov 24, 2025
Julia

moon-hotel /MachineLearningWithMe

A repository contains more than 12 common statistical machine learning algorithm implementations. 常见10余种机器学习算法原理与实现及视频讲解。@月来客栈出品

python machine-learning clustering svm naive-bayes machine-learning-algorithms kd-tree pca self-training gbdt ensemble-learning cart adaboost hca knn decision-tree-classifier svm-classifier hierarchical-clustering dbscan-clustering

UpdatedOct 25, 2025
Jupyter Notebook

socnetv /app

Social Network Analysis and Visualization software application.

gui-application network-visualization network-analysis social-network-analysis matrix-calculations betweenness-centrality centrality hierarchical-clustering structural-analysis eigenvector-centrality random-graphs kamada-kawai centrality-measures community-detection-algorithms eigenvector-matrix

UpdatedMay 7, 2025
C++

sandipanpaul21 /Clustering-in-Python

Clustering methods in Machine Learning includes both theory and python code of each algorithm. Algorithms include K Mean, K Mode, Hierarchical, DB Scan and Gaussian Mixture Model GMM. Interview questions on clustering are also added in the end.

python clustering gaussian-mixture-models clustering-algorithm dbscan kmeans-clustering clustering-evaluation hierarchical-models hierarchical-clustering dbscan-clustering kmeans-algorithm clustering-coefficient clustering-validation clustering-methods dendogram dbscan-algorithm kmeans-analysis dbscan-clusters dbscan-clustering-algorithm k-mode

UpdatedAug 7, 2024
Jupyter Notebook

shubhamjha97 /hierarchical-clustering

A Python implementation of divisive and hierarchical clustering algorithms. The algorithms were tested on the Human Gene DNA Sequence dataset and dendrograms were plotted.

data-mining clustering data-mining-algorithms hierarchical-clustering agglomerative-clustering dendrogram divisive-clustering

UpdatedNov 22, 2020
Python

holgerteichgraeber /TimeSeriesClustering.jl

Julia implementation of unsupervised learning methods for time series datasets. It provides functionality for clustering and aggregating, detecting motifs, and quantifying similarity between time series datasets.

clustering optimization julia hierarchical-clustering k-means-clustering energy-systems k-medoids-clustering representative-days time-series-aggregation

UpdatedJan 20, 2021
Julia

cmdevries /LMW-tree

Learning M-Way Tree - Web Scale Clustering - EM-tree, K-tree, k-means, TSVQ, repeated k-means, bitwise clustering

locality-sensitive-hashing random-projections clustering-algorithm streaming-algorithms large-scale-learning hierarchical-clustering k-means-clustering random-indexing bit-vectors

UpdatedFeb 7, 2022
C++

iesl /xcluster

Algorithms and evaluation tools for extreme clustering

clustering perch hierarchical-clustering extreme-clustering

UpdatedAug 20, 2019
Scala

gcorso /NeuroSEED

Implementation of Neural Distance Embeddings for Biological Sequences (NeuroSEED) in PyTorch (NeurIPS 2021)

machine-learning bioinformatics pytorch biological-sequences hierarchical-clustering multiple-sequence-alignment neurips-2021

UpdatedOct 14, 2023
Python

gtonkinhill /fastbaps

A fast approximation to a Dirichlet Process Mixture model (DPM) for clustering genetic data

genetics bayesian hierarchical-clustering

UpdatedSep 19, 2022
R

gagolews /genieclust

Genie: Fast and Robust Hierarchical Clustering with Noise Point Detection - in Python and R

python data-science machine-learning data-mining r clustering machine-learning-algorithms python3 sparse data-analysis genie cluster-analysis clustering-algorithm mlpack hierarchical-clustering hdbscan hierarchical-clustering-algorithm nmslib

UpdatedNov 27, 2025
C++

sung-yeon-kim /HIER-CVPR23

Official PyTorch Implementation of HIER: Metric Learning Beyond Class Labels via Hierarchical Regularization, CVPR 2023

computer-vision deep-learning pytorch metric-learning hierarchical-clustering

UpdatedSep 3, 2023
Python

IQTLabs /CRviz

Browser-based visualization tool that uses JSON and an interactive enclosure diagram to visualize networks.

react redux visualization d3 docker json network-graph hierarchy hierarchical-data network-visualization d3js network-analysis network-security hierarchical-clustering d3-visualization d3js-graph visualize-networks

UpdatedJan 23, 2023
JavaScript

jonghough /jlearn

Machine Learning Library, written in J

learning machine-learning deep-learning clustering lstm gaussian-mixture-models ensemble-learning rbm convolutional-neural-networks j k-means gaussian-processes principal-component-analysis self-organizing-map multilayer-perceptron-network hierarchical-clustering knn-classifier restricted-boltzmann-machines

UpdatedNov 29, 2023
J

sdq /deepvis

machine learning algorithms in Swift

machine-learning pca kmeans lda unsupervised-learning hierarchical-clustering

UpdatedSep 2, 2017
Swift

pedrodbs /Aglomera

A hierarchical agglomerative clustering (HAC) library written in C#

machine-learning clustering clustering-evaluation hierarchical-clustering

UpdatedDec 8, 2022
C#

panagiotisanagnostou /HiPart

Hierarchical divisive clustering algorithm execution, visualization and Interactive visualization.

visualization python package data-science machine-learning data-mining clustering cluster data-visualization python3 data-analysis pyhton pddp python-package hierarchical-clustering contributions-welcome divisive-clustering bisecting-kmeans bisecting-kmeans-clustering bisecting-k-means

UpdatedJul 1, 2025
Python

div-lab /dendromap

Interactively and visually explore large-scale image datasets used in machine learning using treemaps. VIS 2022

visualization treemap image-dataset hierarchical-clustering

UpdatedJun 19, 2024
Jupyter Notebook

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