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Jan 10, 2024 - Jupyter Notebook
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birch-clustering
Here are 20 public repositories matching this topic...
A curated list of 20 clustering algorithms implemented in or accessible via Scikit-learn 🧠 These algorithms are widely used for unsupervised learning, pattern discovery, and data segmentation.
clustering-algorithm kmeans-clustering fuzzy-cmeans-clustering bayesian-cluster-analysis optics-clustering dbscan-clustering affinity-propagation agglomerative-clustering birch-clustering mean-shift-algorithm feature-agglomerative-clustering
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Oct 26, 2025 - Python
Machine learning applied to ellipsometry
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Aug 3, 2022 - Jupyter Notebook
Modern techniques and thoughts on Natural Language Processing and Sentiment Analysis. Includes Birch Spherical K-Means Clustering.
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Oct 6, 2018 - Python
Apply BIRCH clustering ML model to analyze and model a dataset from Kaggle
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Mar 6, 2025 - Jupyter Notebook
This repository contains data analysis programs in the Python programming language.
visualization python neural-network histogram naive-bayes-classifier data-analysis principal-component-analysis apriori-algorithm dbscan-clustering id3-algorithm k-means-clustering comparation association-rule-mining fp-growth-algorithm data-pre j48-classifier handling-missing-value birch-clustering students-acedemic-dataset description-of-code
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Jan 15, 2026 - Jupyter Notebook
This project applies unsupervised machine learning techniques to perform customer segmentation on a marketing dataset. It uses the BIRCH, K-Means and DBSCAN clustering algorithms to group customers based on their demographic and behavioral features, with a focus on interpretability, performance, and scalability.
data-science data-mining clustering data-visualization cluster-analysis clustering-algorithm k-means-clustering customer-segmentation dbscan-clustering-algorithm birch-clustering
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Jun 11, 2025 - Jupyter Notebook
Unsupervised waste classification using contrastive learning and clustering-based voting (Highest score in Samsung Innovation Campus 2025)
resnet-50 k-means-clustering agglomerative-clustering contrastive-learning vision-transformer birch-clustering
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Sep 11, 2025 - Python
Sklearn, K-means Clustering, Hierarchical Clustering, DBSCAN, Mean Shift Clustering, Gaussian Mixture Models (GMM), Spectral Clustering, Affinity Propagation, OPTICS (Ordering Points to Identify the Clustering Structure), Birch (Balanced Iterative Reducing and Clustering using Hierarchies), marketing_campaign
marketing machine-learning clustering-algorithm hierarchical-clustering optics-clustering dbscan-clustering affinity-propagation spectral-clustering mean-shift k-means-clustering birch-clustering gaussianmixture-clustering
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Jun 16, 2023 - Jupyter Notebook
extracting knowledge about indian stock market IPOs by analysing different types of clustering and graph plots for visualization.
visualization big-data hierarchical-clustering k-means-clustering clustering-algorithms indian-stock-market initial-public-offering birch-clustering
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Jul 7, 2022 - Jupyter Notebook
This project is based on the final assessment from the UCD - Advanced Center (STAT40800) course. It analyzes Portuguese red and white wine data using Python.
machine-learning random-forest linear-regression data-visualization feature-selection statistical-tests k-means preprocessing feature-engineering data-exploration exploratory-analysis birch-clustering
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Nov 5, 2025 - Jupyter Notebook
This project involves segmenting customers using BIRCH clustering in Jupyter Notebook. Customer segmentation is a powerful technique used in marketing and business analytics to divide customers into distinct groups based on their behaviors, preferences, or demographics.
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Nov 6, 2024 - Jupyter Notebook
Classification of rice grains into two types: Cammeo and Osmancik using Random Forest, LogReg, GaussianMixture, Birch Clustering
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Jul 23, 2024 - Jupyter Notebook
Music Recommendation System using Unsupervised Machine Learning Clustering Methods using K-Means, Fuzzy C Mean DBSCAN, Gaussian Mixture Model, BIRCH and Agglomerative Clustering
data-visualization pca gaussian-mixture-models data-analysis fuzzy-cmeans-clustering dbscan-clustering unsupervised-machine-learning affinity-propagation k-means-clustering agglomerative-clustering birch-clustering
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Jan 10, 2024 - Jupyter Notebook
Wine Classification using Machine learning algorithms
clustering scikit-learn gaussian-mixture-models decision-tree-classifier kmeans-clustering svm-classifier gradient-boosting dbscan-clustering affinity-propagation multi-class-classification random-forest-classifier knn-classifier classification-models wine-classification adaboostclassifier birch-clustering aglomerative-hierarchical-clustering multi-class-roc
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Oct 10, 2023 - Jupyter Notebook
Sentiment Analysis with Spark Streaming
spark-streaming kmeans-clustering multinomial-naive-bayes sgd-classifier passive-aggressive-classifier birch-clustering
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Dec 6, 2021 - Python
This project applies unsupervised clustering techniques to a digit dataset in order to group similar data points without using labels.
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Feb 8, 2026 - Jupyter Notebook
Project Practical Machine Learning (PML), MSc Artificial Intelligence, Year 1, Semester 1, Faculty of Mathematics and Computer Science, University of Bucharest
natural-language-processing sentiment-analysis sklearn kaggle tf-idf fasttext hyperparameter-tuning fuzzy-cmeans-clustering sentiment-classification fuzzy-clustering fasttext-embeddings birch-clustering
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Feb 21, 2026 - Python
A simple recommendation system using BIRCH clustering
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Nov 5, 2024 - Python
Group fictional customers via clustering, using two sklearn algorithms (Birch and MiniBatchKMeans).
machine-learning clustering sklearn kmeans-clustering customer-segmentation minibatchkmeans-clustering birch-clustering
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Mar 18, 2026 - Jupyter Notebook
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