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sandipanpaul21 / Clustering-in-Python

Star 119

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
  • Updated Aug 7, 2024
  • Jupyter Notebook

MohammadMoradpoor / RFMClustify

Star 2

📊🎯✨ Harness the power of the RFM (Recency, Frequency, Monetary) method to cluster customers based on their purchase behavior! Gain valuable insights into distinct customer segments, enabling you to optimize marketing strategies and drive business growth. 📈💡🚀

clustering machinelearning dbscan rfm dataanalysis rfm-analysis dbscan-clustering-algorithm customersegmentation marketinganalytics customerbehavior
  • Updated Jun 10, 2023
  • Jupyter Notebook

MohamedSebaie / Algorithm-WorkShop-In_Python-ITI_Clustering_Project

Star 2

Clustering Algorithms (KMeans, MeanShift, (Merged KMean and MeanShift) and DBSCAN)

python algorithm algorithms clustering machine-learning-algorithms kmeans unsupervised-learning-algorithms dbscan kmeans-clustering dbscan-clustering kmeans-algorithm unsupervised-machine-learning unsupervised-clustering meanshift kmeans-clustering-algorithm dbscan-algorithm dbscan-clusters dbscan-clustering-algorithm kmeansclustering meanshift-clustering
  • Updated Jul 22, 2021
  • Jupyter Notebook

mayank0rastogi / MACHINE-LEARNING-ALGORITHMS

Star 2

This Repository Contains Different Machine Learning and Important Concepts

linear-regression logistic-regression knn decision-tree-classifier classification-algorithm dbscan-clustering arima-model decision-tree-regression agglomerative-clustering dbscan-clustering-algorithm elasticnetregression randomized-search-cross-validation featureselection elasticnet-regression ploynomialregression handling-imbalanced-data
  • Updated Sep 3, 2021
  • Jupyter Notebook

cgatama / Machine-Learning-with-Python

Star 2

Machine Learning (ML) by using Python

linear-regression scikit-learn machine-learning-algorithms scipy logistic-regression decision-trees clustering-algorithm decision-tree-classifier non-linear-regression classification-algorithm supervised-machine-learning unsupervised-machine-learning k-means-implementation-in-python k-means-clustering k-nearest-neighbors dbscan-clustering-algorithm simple-regression hierachical-clustering
  • Updated Dec 20, 2022
  • Jupyter Notebook

vaitybharati / P31.-Unsupervised-ML---DBSCAN-Clustering-Wholesale-Customers-

Star 1

Unsupervised-ML---DBSCAN-Clustering-Wholesale-Customers. Import Libraries, Import Dataset, Normalize heterogenous numerical data using standard scalar fit transform to dataset, DBSCAN Clustering, Noisy samples are given the label -1, Adding clusters to dataset.

python cluster numpy sklearn pandas cluster-analysis dbscan matplotlib-pyplot dbscan-clustering-algorithm standard-scaler
  • Updated Jun 29, 2021
  • Jupyter Notebook

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