k-means-clustering

This is a collection of some of the important machine learning algorithms which are implemented with out using any libraries. Libraries such as numpy and pandas are used to improve computational complexity of algorithms

machine-learning-algorithms jupyter-notebook naive-bayes-classifier artificial-neural-networks k-means-clustering simple-linear-regression knn-classifier multiple-linear-regression

Updated Feb 5, 2019
Jupyter Notebook

kjahan / k_means

Star 183

A Python implementation of k-means clustering algorithm

machine-learning clustering python3 k-means kmeans-algorithm k-means-clustering

Updated Jun 8, 2023
Python

DRSY / MoTIS

Star 126

[NAACL 2022]Mobile Text-to-Image search powered by multimodal semantic representation models(e.g., OpenAI's CLIP)

naacl ai retrieval lsh ios-swift image-search k-means cross-modal clip knn semantic-search knowledge-distillation k-means-clustering random-projection vector-search

Updated May 11, 2023
Swift

Writing-Styles-Classification-Using-Stylometric-Analysis

Hassaan-Elahi / Writing-Styles-Classification-Using-Stylometric-Analysis

Star 108

✍️ An intelligent system that takes a document and classifies different writing styles within the document using stylometric techniques.

natural-language-processing artificial-intelligence principal-component-analysis authorship-attribution nlp-machine-learning clustering-algorithm plagiarism-detection unsupervised-machine-learning k-means-clustering lexical-features readability-scores vocabulary-richness writing-styles-detection intrinsic-plagiarism-detection stylometric-features writing-styles-extraction clustered-chunks-of-text authorship-analysis self-archive-research stylometric-techniques

Updated Aug 6, 2024
Python

holgerteichgraeber / TimeSeriesClustering.jl

Star 84

Julia implementation of unsupervised learning methods for time series datasets. It provides functionality for clustering and aggregating, detecting motifs, and quantifying similarity between time series datasets.

clustering optimization julia hierarchical-clustering k-means-clustering energy-systems k-medoids-clustering representative-days time-series-aggregation

Updated Jan 20, 2021
Julia

trunghieu-tran / Sentiment-Analysis-facebook-comments

Star 83

Detection and Prediction of Users Attitude Based on Real-Time and Batch Sentiment Analysis of Facebook Comments

nlp sentiment-analysis facebook-graph-api facebook-comments k-means-clustering forecasting-model

Updated Jun 28, 2019
Jupyter Notebook

cmdevries / LMW-tree

Star 78

Learning M-Way Tree - Web Scale Clustering - EM-tree, K-tree, k-means, TSVQ, repeated k-means, bitwise clustering

locality-sensitive-hashing random-projections clustering-algorithm streaming-algorithms large-scale-learning hierarchical-clustering k-means-clustering random-indexing bit-vectors

Updated Feb 7, 2022
C++

solzimer / skmeans

Star 76

Super fast simple k-means implementation for unidimiensional and multidimensional data.

nodejs javascript fast browser cluster kmeans k-means kmeans-clustering multidimensional kmeans-algorithm centroid k-means-clustering unidimensional

Updated Jan 3, 2023
JavaScript

sejaldua / music-clustering

Star 69

K-Means Clustering and PCA to categorize music by similar audio features

spotify pca herokuapp k-means-clustering streamlit

Updated Oct 19, 2021
Jupyter Notebook

kongruksiamza / MachineLearning

Star 65

โค้ดประกอบเนื้อหา Python Machine Learning เบื้องต้น

python machine-learning deep-neural-networks deep-learning neural-network linear-regression naive-bayes-classifier pca face-recognition knn-classification k-means-clustering

Updated Mar 9, 2025
Python

Nicolik / Segm_Ident_Vertebrae_CNN_kmeans_knn

Star 64

Segmentation and Identification of Vertebrae in CT Scans using CNN, k-means Clustering and k-NN

computed-tomography k-means-clustering k-nearest-neighbors 3d-convolutional-neural-network vertebrae-segmentation vertebrae-identification spine-analysis

Updated Oct 12, 2021
Python

CihanBosnali / Machine-Learning-without-Libraries

Star 61

Today, using machine learning algorithms is as easy as "import knn from ..." but it doesn't really help if you want to learn how the algorithms work

machine-learning machine-learning-algorithms neural-networks support-vector-machines k-means-clustering k-nearest-neighbors

Updated Sep 16, 2019
Jupyter Notebook

Wei2624 / AI_Learning_Hub

Star 58

AI Learning Hub for Machine Learning, Deep Learning, Computer Vision and Statistics

machine-learning statistics deep-neural-networks deep-learning machine-learning-algorithms generative-model gaussian-mixture-models regularization expectation-maximization-algorithm variational-inference svm-classifier learningnotes learning-theory k-means-clustering perceptron-learning-algorithm discriminant-analysis

Updated Oct 6, 2022
HTML

yanqiangmiffy / text-cluster

Star 55

🍡 文本聚类 k-means算法及实战

k-means kmeans-clustering kmeans-algorithm k-means-clustering kmeans-clustering-algorithm

Updated Jan 22, 2019
Python

PacktWorkshops / The-Deep-Learning-with-Keras-Workshop

Star 51

An Interactive Approach to Understanding Deep Learning with Keras

machine-learning tensorflow scikit-learn keras cross-validation regression classification artificial-neural-networks logistic-regression regularization support-vector-machine vectors decision-trees hyperparameter-tuning model-evaluation magnetic-resonance-imaging k-means-clustering model-tuning scalars linear-transformation

Updated Sep 5, 2025
Jupyter Notebook

seraogianluca / k-means-mapreduce

Star 47

K-Means algorithm implementation with Hadoop and Spark for the course of Cloud Computing of the MSc AIDE at the University of Pisa.

spark hadoop machine-learning-algorithms iteration clustering-algorithm hadoop-mapreduce kmeans-algorithm k-means-clustering centroids-initialization

Updated Oct 16, 2020
Java

mahesh147 / KMeans-Clustering

Star 46

A simple K-Means Clustering model implemented in python

machine-learning sklearn python3 clustering-algorithm k-means-implementation-in-python k-means-clustering k-means-plus-plus

Updated Mar 17, 2024
Python

shr1911 / Tourism-Recommendation

Star 45

• Proposed system enhances user experience by providing a recommendation in travel domain more specifically for food, hotel and travel places to provide user with various sets of options like time based, nearby places, rating based, user personalized suggestions, etc.M RECOMMENDATION METHODS : • Near-by Recommendation Algorithm - KNN Algorithm •...

python django travel recommender-system decision-tree knn-classification k-means-clustering tourism-recommendation

Updated Sep 7, 2018
Python

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