gagolews/genieclust

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

Language: C++ - Size: 79.2 MB - Last synced at: about 17 hours ago - Pushed at: 4 days ago - Stars: 62 - Forks: 11

mhahsler/dbscan

Density Based Clustering of Applications with Noise (DBSCAN) and Related Algorithms - R package

Language: C++ - Size: 9.39 MB - Last synced at: 3 days ago - Pushed at: about 2 months ago - Stars: 328 - Forks: 64

arborx/ArborX

Performance-portable geometric search library

Language: C++ - Size: 4.94 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 204 - Forks: 43

yihong1120/Construction-Hazard-Detection

Enhances construction site safety using YOLO for object detection, identifying hazards like workers without helmets or safety vests, and proximity to machinery or vehicles. HDBSCAN clusters safety cone coordinates to create monitored zones. Post-processing algorithms improve detection accuracy.

Language: Python - Size: 48.6 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 291 - Forks: 25

frasertheking/umap

Repository for nonlinear dimensionality reduction of precipitation microphysics

Language: Jupyter Notebook - Size: 28.8 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0

doxakis/HdbscanSharp

HDBSCAN in C#

Language: C# - Size: 2.52 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 36 - Forks: 5

petabi/petal-clustering

DBSCAN, HDBSCAN, and OPTICS clustering algorithms.

Language: Rust - Size: 112 KB - Last synced at: 6 days ago - Pushed at: 21 days ago - Stars: 32 - Forks: 5

nanxstats/elden-ring-boss-clustering

Cluster analysis of Elden Ring bosses (pre-DLC)

Language: R - Size: 195 KB - Last synced at: 1 day ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

Tonathiu-Pina/Classify_galaxies_with_Unsupervised_and_Supervised_learning

Classification of galaxies with unsupervised and supervised learning

Language: Jupyter Notebook - Size: 76.2 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

daniel-furman/awesome-chatgpt-prompts-clustering

Text clustering: HDBSCAN is probably all you need.

Language: Jupyter Notebook - Size: 18.8 MB - Last synced at: 20 days ago - Pushed at: over 1 year ago - Stars: 19 - Forks: 2

NeuralClassifier/ParameterFree-HDBSCAN-Outlier-Detection

This repository includes the code for manuscript, "Unsupervised Parameter-free Outlier Detection using HDBSCAN* Outlier Profiles", published in IEEE BigData 2024

Language: Python - Size: 39.1 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 1

arj1211/cluster-links

pipeline that extracts, cleans, embeds, and clusters web links into topical groups using text extraction, semantic keyword extraction, and unsupervised clustering

Language: Python - Size: 34.2 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

hansalemaos/cyhdbscan

Very fast hdbscan for Python - written in Cython/C++

Language: C++ - Size: 19.5 KB - Last synced at: 5 days ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

drob-xx/TopicTuner

HDBSCAN Tuning for BERTopic Models

Language: Python - Size: 82.6 MB - Last synced at: 4 days ago - Pushed at: almost 2 years ago - Stars: 45 - Forks: 1

namespaiva/pi-acidentes

Análise de Dados dos Acidentes de Trânsito no município de Santos: Tendências e Características. Um estudo sobre acidentes veiculares na cidade de Santos.

Language: Jupyter Notebook - Size: 486 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

nabeel-oz/qlik-py-tools

Data Science algorithms for Qlik implemented as a Python Server Side Extension (SSE).

Language: Python - Size: 132 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 187 - Forks: 87

aidendorian/Spotify-Song-Recommendation

Recommends songs from dataset of 232K songs from Spotify. Uses HDBSCAN and Siamese Network. An ML Project

Language: Python - Size: 0 Bytes - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

sian0x0/Roud-Song-Clusters

Lyrics clustering

Language: Jupyter Notebook - Size: 84.6 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

pranava007/AI_ML_HDBSCAN_Clutering

HDBSCAN

Language: Jupyter Notebook - Size: 45.9 KB - Last synced at: 3 days ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

anurima-saha/Topic_Modelling_LDA_HDBSCAN

Using unsupervised learning to group reddit text and identify major conspiracy theories using NLP, LDA, spacy, SVD, SBert embedding and HDBSCAN.

Language: HTML - Size: 4.21 MB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

chris-santiago/bookmarks-topics

Using unsupervised learning and language modeling to cluster and reorganize web bookmarks.

Language: Jupyter Notebook - Size: 290 KB - Last synced at: 3 days ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

domingosdeeulariadumba/OnlineRetailSalesClustering

Sales clustering and evaluation for U.K.-based online retail company.

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

guglielmosanchini/ClustViz

Visualization of many Clustering Algorithms, via Notebook or GUI

Language: Jupyter Notebook - Size: 246 MB - Last synced at: 11 days ago - Pushed at: about 4 years ago - Stars: 22 - Forks: 14

FrancoBobadilla/NeuralMap

NeuralMap is a data analysis tool based on Self-Organizing Maps

Language: Python - Size: 4.99 MB - Last synced at: 11 days ago - Pushed at: almost 4 years ago - Stars: 9 - Forks: 2

kstrassheim/active-learning-with-deep-learning-for-nlp

We present our concept of a new type of Active-Learning for Deep Learning with NLP text classification and experimentally prove its performance against Random Sampling as well as its runtime performance on the Security Threat dataset from CySecAlert. These new Active Learning algorithms are based on Sentence-BERT and BERTopic clustering algorithms with allow us to generate fixed length tokens for whole sentences to make them comparable to each other. Further the Tokens are Clustered using K-Means or HDBScan to get diverse clusters to pick the samples out of them.

Language: Jupyter Notebook - Size: 7.51 MB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 0

dlab-berkeley/Unsupervised-Learning-in-R

Workshop (6 hours): Clustering (Hdbscan, LCA, Hopach), dimension reduction (UMAP, GLRM), and anomaly detection (isolation forests).

Language: R - Size: 472 KB - Last synced at: 29 days ago - Pushed at: almost 5 years ago - Stars: 47 - Forks: 12

dcarpintero/taxonomy-completion

Taxonomy Completion with Embedding Quantization and an LLM-based Pipeline: A Case Study in Computational Linguistics

Language: Jupyter Notebook - Size: 10.7 MB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 3 - Forks: 0

DecafSunrise/SimpleTopicModel

Easily identifying themes in text

Language: Jupyter Notebook - Size: 1.37 MB - Last synced at: 7 days ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

NehaPant14/Density-based-clustering

Density based clustering

Language: Jupyter Notebook - Size: 459 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

MuzzyB/Exploring-Cybersecurity-Data-Science

Exploring Cybersecurity Data Science: Dimensionality Reduction and Cluster Analysis

Language: Jupyter Notebook - Size: 50 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

Palinody/FFCL

FFCL: Flexible and (probably not the) fast(est) c++ clustering library.

Language: C++ - Size: 1.53 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

arubiales/dbscan

Fast explication of DBSCAN and HDBSCAN

Language: Jupyter Notebook - Size: 438 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 1

gulabpatel/Machine-Learning

Regression, Classification, Clustering, Dimension-reduction, Anomaly detection

Language: Jupyter Notebook - Size: 23.5 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 2

abouhadid/Information-Retrieval

Language: Jupyter Notebook - Size: 416 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

rs-anderson/Clustering-Ward-Level-Poverty-Using-Satellite-Imagery

Combing satellite imagery and machine learning methods to cluster ward-level povery in Gauteng, South Africa.

Language: Jupyter Notebook - Size: 85.7 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 1

dmeoli/OnlineRetail

Data Mining project 2020/2021 @ University of Pisa

Language: Jupyter Notebook - Size: 235 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 11 - Forks: 4

Karthick47v2/efficient-hdbscan

Fast parallel implementation of HDBSCAN

Language: C - Size: 415 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

colurw/wiki_abstracts_NLP

Document-level semantic clustering. Unsupervised topic modelling.

Language: Python - Size: 1.26 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

srsawant34/G26_P7-Document_Clustering_Summarization_Visualization

Document Clustering, Summarisation and Visualisation on 20NewsGroup

Language: Jupyter Notebook - Size: 165 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

amoustakis/Supervised-and-Unsupervised-Machine-Learning-projects

Supervised Machine Learning (GNB, Knn, LR, MLP & SVM) in the dataset philippines and Unsupervised Machine Learning (k-means, HAC, GMM, DBSCAN, HDBSCAN & SOM) in the datasets wingnut & h2mg_128_90

Language: Jupyter Notebook - Size: 786 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

edo-pasto/Parallel-Flexible-Clustering

The thesis presents the parallelisation of a state-of-the art clustering algorithm, FISHDBC. This objective has been achived by improving the main data structures and components of the algorithm: HNSW, MST and HDBSCAN. My contribution is based on a lock-free strategy, completely wrote in Python.

Language: Python - Size: 5.81 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

jeongwhanchoi/TrackML-Particle-Tracking

High Energy Physics Particle Tracking in CERN Detectors

Language: Jupyter Notebook - Size: 6.04 MB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 4 - Forks: 1

annm802/tech-and-the-economic-cycle

Using BERTopic to show the path of technological advancements in the different phases of the economic cycle (January 2005- January 2023).

Language: Jupyter Notebook - Size: 83.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

hansalemaos/locatecolorcluster

Lightning-fast image color clustering with C-based RGB localization/euclidean distance calculation. Supports DBSCAN/HDBSCAN, Shapely geometry.

Language: Python - Size: 86.9 KB - Last synced at: 18 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

XifeiNi/TrackML

High Energy Physics particle tracking in CERN detectors

Language: Python - Size: 14.4 MB - Last synced at: 6 months ago - Pushed at: almost 7 years ago - Stars: 6 - Forks: 1

edwardrha/Korean-NLP-Project

NLP on Korean news articles. Automatic topic extraction through dynamic clustering.

Language: Python - Size: 1.16 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 12 - Forks: 4

juste97/topic-modeling-pipeline

Pipeline leveraging UMAP and HDBSCAN with BERTopic for large datasets.

Language: Jupyter Notebook - Size: 87.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

kennedyCzar/EIGEN-FREQUENCY-CLUSTERING-USING-KMEANS-DBSCAN-PCA-HDBSCAN

EIGEN FREQUENCY CLUSTERING USING [KMEANS] [KMEANS & PCA ] [DBSCAN] [HDBSCAN]

Language: Python - Size: 253 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 6

shayneobrien/text-cluster

Offline and online (i.e., real-time) annotated clustering methods for text data.

Language: Jupyter Notebook - Size: 15.8 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 9 - Forks: 5

digamjain/Clustering-Geolocation-Data-Intelligently

My learning outcomes and followup of a well instructed Coursera guided project by Ari Anastassiou.

Language: Jupyter Notebook - Size: 934 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

rufinag/GeoLocation-Clustering

Language: Jupyter Notebook - Size: 1.36 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

yksnilowyrahcaz/Product_Reviews_Analysis

Using TFIDF, UMAP, and HDBSCAN to analyze product reviews

Language: Python - Size: 77.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

huyndao/sg1-topic-modeling

A fun Topic Modeling Project of the TV show Stargate SG1

Language: Jupyter Notebook - Size: 95.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

EtzionR/generate-Convex-Hull-SHP-from-HDBSCAN-clustering-probabilities

Defines a boundary around cluster centers in a given point-layer shapefile.

Language: Python - Size: 7.5 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 3

keerti2001/Density-Based-Place-Clusterig-Using-Geo-Social-Data

Implementation of Density-based clustering algorithms for Geo-social data

Language: Jupyter Notebook - Size: 22.7 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 1

NeuralClassifier/CORE-SG

Core Spanning Graph published in ICDE 2022

Language: Python - Size: 14.5 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

NeuralClassifier/HDBSCAN-OutlierDetect

Investigating different hierarchies in HDBSCAN* for outlier detection using GLOSH

Language: Jupyter Notebook - Size: 318 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 1

rohanmohapatra/hdbscan-cpp

Fast and Efficient Implementation of HDBSCAN in C++ using STL

Language: C++ - Size: 7.55 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 35 - Forks: 8

MariuszAndziak/Personality_and_Its_Transformations

Summary and knowledge destilation of prof. Jordan Peterson's YouTube lectures on Personality and Its Transformations using different methods of information retrieval.

Language: HTML - Size: 45.3 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

dbrookeUAB/hdbscanR

Hierarchical Density-Based Spatial Clustering of Applications with Noise (HDBSCAN)

Language: R - Size: 53.7 KB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

pajaskowiak/dbcv

Density-Based Clustering Validation

Language: MATLAB - Size: 356 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

connor-mccarthy/nlp-visualization-of-statistical-learning-book

📙 End-to-end NLP and data visualization pipeline of the text from a machine learning textbook.

Language: HTML - Size: 1.19 MB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

wangyiqiu/hdbscan

A Fast Parallel Algorithm for HDBSCAN* Clustering

Language: C++ - Size: 94.7 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 26 - Forks: 6

tharunchitipolu/Clustering-geolocation-data-with-python

We have taxi rank locations, and want to define key clusters of these taxis where we can build service stations for all taxis operating in that region.

Language: Jupyter Notebook - Size: 1.34 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 0

MiguelHeCa/tfm-nlp

Repository for the Final Project of the MIRI

Language: Jupyter Notebook - Size: 111 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

kochlisGit/Tensorflow-MNIST-State-Of-The-Art

Building High Performance Convolutional Neural Networks with TensorFlow

Language: Jupyter Notebook - Size: 32.9 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

guglielmosanchini/ClustVizGUI

GUI version of https://github.com/guglielmosanchini/ClustViz

Language: HTML - Size: 245 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 2

EtzionR/Clustering-by-Silhouette

Optimize clustering labels using Silhouette Score.

Language: Python - Size: 24.4 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 8 - Forks: 2

madkehl/Auto2Cluster

Not html; graphs are rendered in html and are large hence the language tag. This is a python repo. Contains code for selecting keywords, vectorizing them and compressing using an autoencoder, then clustering this compressed space. Not all data is currently available for public use

Language: Jupyter Notebook - Size: 71.2 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

fredriko/metacurate-regularly

Finding the top news stories of 2022 among 54,000+ news on AI, ML, NLP, data science and related fields.

Language: HTML - Size: 10.8 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

AVoss84/invoice_topics

Topic modelling of invoice data

Language: HTML - Size: 11.8 MB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

ttavni/SemanticWordClouds

Making word clouds more interesting

Language: Python - Size: 8.21 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 4

ciCciC/MasterThesisPartialRDFschemaRetrieval

Master Thesis: Partial RDF Schema Retrieval

Language: Jupyter Notebook - Size: 19.1 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

antoniocavalcante/mustache

Language: CSS - Size: 92 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 14 - Forks: 1

afunTW/geo-separation

Using HDBSCAN and Voronori algorithm to create your own spatial polygon.

Language: Jupyter Notebook - Size: 2.32 MB - Last synced at: 21 days ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 2

jeandsantos/italian_olive_oil

Clustering of Italian Olive Oils with their Fatty Acid Composition

Language: HTML - Size: 1.85 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

JoaoCampagnolo/Behav_clustering_thesis

Repository for my master thesis project on Unsupervised behavioral classification with 3D pose data from tethered Drosophila Melanogaster.

Language: Jupyter Notebook - Size: 25.7 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 1

Timo9Madrid7/maliciousfl

Size: 2.83 GB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

kochlisGit/Data-Science-Algorithms

Implementation of statistics algorithms for Machine Learning & Data Mining. The algorithms were implemented with the Scikit-Learn Library

Language: Python - Size: 877 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 3

UpwardTrajectory/meander-maker

Find dense clusters for Theme-Walks or Topic Exploration with HDBSCAN and GoogleMaps API

Language: JavaScript - Size: 5.59 MB - Last synced at: 2 months ago - Pushed at: almost 6 years ago - Stars: 6 - Forks: 4

abhinav-chakravarty/clustering-geolocation-data-intelligently

Clustering Geolocation Data Intelligently in Python

Language: Jupyter Notebook - Size: 212 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

maha-prathamesh/Clustering-Geolocation-Data

Taking Taxi rank location data for Johannesburg, South Africa and clustering them geographically optimally, so that we can build service stations for all taxi ranks in that cluster.

Language: Jupyter Notebook - Size: 1.18 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

GabrielMissael/solution

Solución al reto BBVA Contigo, Hack BBVA 2021

Language: Python - Size: 28.1 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

ahenoch/Masterthesis

Results of the thesis for the M.Sc. Bioinformatics program at the Friedrich Schiller University Jena.

Language: Jupyter Notebook - Size: 865 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

rajtulluri/Taxi-rank-Geoclustering

Geo clustering of Taxi rank locations to find optimal locations for service centers to be setup

Language: Jupyter Notebook - Size: 3.36 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 1

luthra2059/Clustering-Geolocation-Data-Intelligently-in-Python

Here we use a real life taxi rank location data-set of the city of Johannesburg, South Africa. We try to pinpoint the locations to build service centers to accommodate as many taxis as possible with the help of clustering.

Language: Jupyter Notebook - Size: 2.5 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0