k-means-implementation-in-python

Explore the similarities and differences in people's tastes in movies based on how they rate different movies. Can understanding these ratings contribute to a movie recommendation system for users? Let's dig into the data and see.

machine-learning udacity clustering machine-learning-algorithms nanodegree k-means clustering-algorithm k-means-implementation-in-python k-means-clustering

UpdatedJul 26, 2018
Jupyter Notebook

darenr /wordnet-clusters

Star26

Clustering a set of word/tags using K-Means with word2vec or wordnet distance

tags clustering word2vec k-means-implementation-in-python k-means-clustering wordnet-clusters

UpdatedMar 5, 2019
Python

bhattbhavesh91 /k_means_iris_dataset

Sponsor

Star23

KMeans Clustering for IRIS Dataset Classification

python clustering classifications kmeans-clustering iris-dataset k-means-implementation-in-python k-means-clustering

UpdatedMay 29, 2021
Jupyter Notebook

tugot17 /K-Means-Algorithm-From-Scratch

Star21

The K-Means algorithm, written from scratch using the Python programming language

from-scratch kmeans-algorithm k-means-implementation-in-python k-means-clustering

UpdatedNov 22, 2020
Jupyter Notebook

Amirhossein-Rajabpour /Information-Retrieval-Project

Star9

Information retrieval course project

search-engine information-retrieval word2vec tfidf kmeans-clustering k-means-implementation-in-python knn-algorithm word2vec-embeddinngs

UpdatedFeb 8, 2022
Python

Adioosin /image-compression-using-k-mean

Star9

This notebook consist of implementation of K-Mean clustering algorithm on an image to compress it from scratch using only numpy

numpy image-compression k-means-implementation-in-python k-means-clustering scratch-implementation

UpdatedOct 9, 2019
Jupyter Notebook

suubh /Machine-Learning-in-Python

Star9

My learnings on different algorithms of Machine Learning with Python .

python nlp machine-learning random-forest svm decision-trees knn-classification k-means-implementation-in-python datapreprocessing

UpdatedOct 25, 2021
Jupyter Notebook

alexander-lee /k-means-image-compression

Star9

Using K-means Clustering for Image Compression

machine-learning clustering unsupervised-learning k-means-implementation-in-python k-means-clustering

UpdatedNov 8, 2018
Python

IBM /ibm-developer-watsonx

Star8

Storing code used in Generative AI Developer Guides on the IBM Developer Website

python data-science machine-learning r eda artificial-intelligence generative-model clustering-algorithm ibm-watson k-means-implementation-in-python k-means-clustering large-language-models llm prompt-engineering llms generative-ai llama2 watsonx

UpdatedSep 18, 2025
Jupyter Notebook

anshul1004 /TweetsClustering

Star7

Clustering similar tweets using K-means clustering algorithm and Jaccard distance metric

python machine-learning twitter tweets clustering python3 data-preprocessing k-means unsupervised-learning jaccard-similarity health-data jaccard clustering-algorithm jaccard-distance uci-machine-learning tweet-clustering tweet-classifier k-means-implementation-in-python k-means-clustering unsupervised-clustering

UpdatedDec 13, 2019
Python

AninditaGuha98 /Learning-Management-System-serverless-application

Star7

This repository is a collaborative work towards creating a serverless application called Learning Management System. This application follows multi-cloud deployment and will implement backend-as-a service architecture.

aws cloud amazon lambda-functions s3-bucket aws-apigateway word-cloud aws-lex k-means-implementation-in-python gcp-cloud-functions comprehend

UpdatedJan 10, 2023
Python

gurkandemir /Color-Quantizer

Star6

Color quantization is the process of reducing number of colors used in an image while trying to maintain the visual appearance of the original image. In general, it is a form of cluster analysis, if each RGB color value is considered as a coordinate triple in the 3D colorspace.

computer-vision color-quantization k-means-implementation-in-python k-means-clustering

UpdatedOct 13, 2019
Python

rtimbro185 /syr_mads_mar653_marketing_analytics

Star6

Syracuse University, Masters of Applied Data Science - MAR 653 Marketing Analytics

collaborative-filtering logistic-regression python-3 text-analytics jupyter-notebooks cluster-analysis customer-lifetime-value experimental-design k-means-implementation-in-python regression-analysis conjoint-analysis perceptual-map ordinal-logit propensity-models market-share-predictions choice-models

UpdatedMar 24, 2020
HTML

deepakrana47 /K-mean-clustering

Star5

K-mean clustering

kmeans-clustering k-means-implementation-in-python k-means-clustering kmeans-clustering-algorithm

UpdatedApr 9, 2019
Python

navreeetkaur /machine-learning-algorithms

Star4

Implementation of Machine Learning algorithms from scratch

naive-bayes-classifier pca-analysis classification bayesian bayes-classifier principal-component-analysis k-nearest-neighbours classification-algorithims k-means-implementation-in-python k-means-clustering fashion-mnist

UpdatedOct 29, 2018
Java

yousefkotp /Network-Anomaly-Detection

Star4

This project focuses on network anomaly detection due to the exponential growth of network traffic and the rise of various anomalies such as cyber attacks, network failures, and hardware malfunctions. This project implement clustering algorithms from scratch, including K-means, Spectral Clustering, Hierarchical Clustering, and DBSCAN

clustering k-means anomaly clustering-algorithm dbscan hierarchical-clustering density-based-clustering anomaly-detection dbscan-clustering unsupervised-machine-learning dendogram spectral-clustering k-means-implementation-in-python k-means-clustering unsupervised-clustering spectral-embedding anomaly-detection-algorithm db-scan anomaly-clustering network-anomaly

UpdatedJun 11, 2023
Jupyter Notebook

ZdrzalikPrzemyslaw /Machine-Learning

Star4

Implementations of Machine Learning algorithms in Python

python machine-learning neural-network som python3 classification kohonen mlp kohonen-map k-means multi-layer-perceptron self-organizing-map k-means-implementation-in-python k-means-clustering neural-gas image-quantization

UpdatedJun 11, 2020
Python

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srafay /Machine_Learning_A-Z

bamtak /machine-learning-implemetation-python

mahesh147 /KMeans-Clustering

gouravaich /k-means-clustering-movie-ratings

darenr /wordnet-clusters

bhattbhavesh91 /k_means_iris_dataset

tugot17 /K-Means-Algorithm-From-Scratch

Amirhossein-Rajabpour /Information-Retrieval-Project

Adioosin /image-compression-using-k-mean

suubh /Machine-Learning-in-Python

alexander-lee /k-means-image-compression

IBM /ibm-developer-watsonx

anshul1004 /TweetsClustering

AninditaGuha98 /Learning-Management-System-serverless-application

gurkandemir /Color-Quantizer

rtimbro185 /syr_mads_mar653_marketing_analytics

deepakrana47 /K-mean-clustering

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