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hdbscan

Here are 78 public repositories matching this topic...

abouhadid / Information-Retrieval

graph-theory unsupervised-learning graph-traversal hdbscan

Updated Nov 20, 2023
Jupyter Notebook

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.

python clustering multiprocessing parallel-computing python3 concurrent-programming high-performance-computing clusters minimum-spanning-trees clustering-algorithm hdbscan clustering-methods multiprocess hnsw hnswlib clusters-detection hdbscan-clustering-algorithm hdbscan-clustering

Updated Jan 16, 2024
Python

juste97 / topic-modeling-pipeline

Pipeline leveraging UMAP and HDBSCAN with BERTopic for large datasets.

nlp text-mining clustering text-analysis embeddings topic-modeling text-processing embedding nlp-machine-learning language-processing hdbscan bertopic

Updated Nov 6, 2023
Jupyter Notebook

yksnilowyrahcaz / Product_Reviews_Analysis

Using TFIDF, UMAP, and HDBSCAN to analyze product reviews

nlp reviews tfidf umap hdbscan

Updated Sep 11, 2023
Python

huyndao / sg1-topic-modeling

A fun Topic Modeling Project of the TV show Stargate SG1

nlp embeddings spacy topic-modeling gensim umap hdbscan fasttext-embeddings topic-modeling-analysis optuna polars

Updated Sep 3, 2023
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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.

dbscan kmeans-clustering hdbscan clustering-data taxi-ranks

Updated Jan 11, 2021
Jupyter Notebook

hansalemaos / locatecolorcluster

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

bots distance cluster colors rgb euclidean dbscan shapely hdbscan

Updated Nov 14, 2023
Python

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.

python3 kmeans-clustering dbscan-clustering hdbscan colab-notebook folium-maps

Updated Jun 20, 2020
Jupyter Notebook

active-learning-with-deep-learning-for-nlp

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 algorith…

natural-language-processing deep-learning pandas python3 pytorch matplotlib active-learning hdbscan k-means-clustering sentence-bert bertopic

Updated Jun 5, 2022
Jupyter Notebook

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

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

nlp statistics clustering linear-algebra statistical-learning pca glove principal-component-analysis hdbscan word-vectors glove-embeddings

Updated Apr 19, 2021
HTML

ciCciC / MasterThesisPartialRDFschemaRetrieval

Master Thesis: Partial RDF Schema Retrieval

machine-learning big-data graph sparql rdf clustering wikidata dbpedia dask umap hdbscan schema-discovery

Updated Nov 3, 2022
Jupyter Notebook

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

machine-learning svm som logistic-regression mlp k-means gmm knn dbscan hierarchical-clustering supervised-machine-learning unsupervised-machine-learning hdbscan gnb

Updated Dec 28, 2023
Jupyter Notebook

daniel-furman / awesome-chatgpt-prompts-clustering

Text clustering: HDBSCAN is probably all you need.

nlp clustering segmentation hdbscan sentence-transformers

Updated Sep 5, 2023
Jupyter Notebook

NeuralClassifier / CORE-SG

Core Spanning Graph published in ICDE 2022

machine-learning-algorithms data-mining-algorithms density-estimation unsupervised-machine-learning hdbscan

Updated Oct 1, 2022
Python

Roud-Song-Clusters

sian0x0 / Roud-Song-Clusters

Lyrics clustering

data-mining regex lyrics embeddings tsne hdbscan fuzzy-clustering instructor-embeddings roud digitrad balladindex

Updated Oct 27, 2023
Jupyter Notebook

jeandsantos / italian_olive_oil

Clustering of Italian Olive Oils with their Fatty Acid Composition

clustering hdbscan k-means-clustering gmm-clustering

Updated Jul 31, 2022
HTML

digamjain / Clustering-Geolocation-Data-Intelligently

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

visualization python machine-learning clustering jupyter-notebook data-analysis dbscan kmeans-clustering hdbscan knearest-neighbor-classifier map-building

Updated Jan 27, 2021
Jupyter Notebook

ben-burr / thesis-code

Code used in my MS thesis. It's pretty messy and I will hopefully never need to fix it. Past Ben did not know what he was doing.

pca autoencoder dataprocessing ica hdbscan

Updated Dec 2, 2020
R

ahenoch / Masterthesis

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

clustering pca influenza hdbscan subtypes

Updated Jul 12, 2021
Jupyter Notebook

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.

machine-learning outlier-detection clustering-algorithm kmeans-clustering dbscan-clustering hdbscan

Updated Sep 6, 2020
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