GitHub topics: kmeans-clustering-algorithm
paocarvajal1912/Crypto_Clustering
Uses K-Means unsupervised machine learning algorithm and Principal Component Analysis to cluster cryptocurrencies based on performance in selected periods.
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n0obcoder/Clustering-Algorithms-in-Numpy
Implementation of some of the most used Clustering Algorithms from scratch (only using Numpy)
Language: Python - Size: 1.9 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 2

AntonioLunardi/clusterizacao-clientes-sorveteria
Agrupamento (clusterização) de clientes por categorias geradas por k-means de sorveteria de Belho Horizonte
Language: Jupyter Notebook - Size: 6.83 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

NeonOstrich/Cryptocurrency-Cluster-Analysis-with-K-Means-and-PCA
Used K Means and PCA to analyze 42 cryptocurrencies in order to determine the effect of price changes over different periods of time.
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vaibhavdangar09/Online_Retail_Customer_Segmentation
The main objective of this project is to group customers with similar behavior and characteristics into segments to better understand their needs and preferences. The unsupervised machine learning techniques used in this project include K-means clustering ,hierarchical clustering and DBScan Clustering.
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Aabie/Segmentasi-Pelanggan-Penerbangan-Menggunakan-Metode-Clustering
Language: Jupyter Notebook - Size: 4.57 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

fasyamazaya/Case-Based-2_Project
Mata Kuliah : Machine Learning ( Pembelajaran Mesin )
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sahith/MachineLearning
MachineLearning
Language: Python - Size: 7.15 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 1

ravitejaCR7/Machine-Learning
Language: Python - Size: 186 KB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 1

nehalbendale/Credit-card-data-clustering
EDA, Data analysis, data visualization, dealing with Missing values ,Outliers detection, PCA ,Kmeans clustering
Language: Jupyter Notebook - Size: 712 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

zeyadetman/K-MeansAlgorithm
K-Means Algorithm implemented using sequential and parallel algorithms.
Language: C++ - Size: 8.79 KB - Last synced at: 4 months ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

Abdelrahman13-coder/Unsupervised-Machine-Learning
Implementing Unsupervised machine learning algorithms from scratch and using them in various applications
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petrsuhin-al/k-means-clustering 📦
Implementation of the k-means method for the clustering problem.
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Swap-Nova/CyberAttack-Detection
Cyberattack Detection for network traffic using Neural networks. Implemented gradient descent-based method to generate adversarial samples against supervised learning models.
Language: Jupyter Notebook - Size: 29.2 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

siddheswarc/Computer-Vision
CSE 573 (Introduction to Computer Vision and Image Processing) course at the University at Buffalo
Language: Python - Size: 19.3 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 1

diardanoraihan/Coursera_Capstone
The IBM Applied Data Science Capstone: The Battle of the Neighborhoods. The project is to cluster Toronto neighborhoods using KMeans to find the best location for starting a coffee shop business.
Language: Jupyter Notebook - Size: 19.8 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 4

srinathsai/Analyzing-clustering-with-pyspark
2 Famous algorithms called Kmeans and Kmeans++ are analyzed with pyspark without any inbuilt libraries.
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beccadsouza/Data-Warehousing-Mining
Java Implemention of Data Warehousing and Mining algorithms
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Alphaomegainfinity/unsupervised_machine_learning_predicting_myopia
Myopia Project: Using unsupervised machine learning to fit data into a model and using clustering algorithms to place data into groups. Then, create a visualisation to display a trend.
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Ahmed-Ibrahim-30/Parallel-Programming
Parallel Programming with Mpi and Open MP
Language: C - Size: 12 MB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 2

paresh-bhagat/Biomedical-Image-Processing
Segmentation of Brain tumor from noisy images using various Filters and Segmentation algorithms using Matlab.
Language: MATLAB - Size: 237 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

tofti/python-kmeans
Python Implementation of k-means clustering
Language: Python - Size: 1.05 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 21 - Forks: 13

Arshdeep-Singh-01/Bag-of-Features-based-Matching-on-MNIST-fashion-database
Bag of words-based matching/categorization solutions on the MNIST-fashion database.
Language: Python - Size: 9.77 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

lilyhanhub/Weather_Data_Analysis
Data Analytics/Visualization Bootcamp Group Project
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Arvindhh931/Online-shoppers-intention
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Billie-LS/ex_machina_crypto_learn
FinTech Mod 10- assembling investment portfolios based on cryptocurrencies; Jupyter notebook that clusters by performance in different time periods.
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kiarashvosough1999/OMPKMeans
KMeans With OMP Parallelization
Language: C++ - Size: 4.6 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

JangirSumit/kmeans-clustering
K Means Clustering - Unsupervised learning
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AboNady/K_Means_From_Scratch
An implementation of the basic idea of K-Means from scratch.
Language: Python - Size: 15.6 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

CubatLin/TBrain-E.SUN-AI-Open-Competition-Fall-2019-15th-place-Feature-Engineering
玉山銀行人工智慧公開挑戰賽-2019秋季賽-真相只有一個-信用卡盜刷偵測 - Top1% Feature Engineering
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ivalada/KMeans-Manual-and-Sklearn-Implementations
Implementation of KMeans clusterization algorithm in Python using Pandas, NumPy and Scikit-Learn.
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duli-eng/KMeans_sklearn
Language: Python - Size: 2.93 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

deepakrana47/K-mean-clustering
K-mean clustering
Language: Python - Size: 25.4 KB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 5 - Forks: 3

OssaMajali/Customer-Segmentation
Customer Segmentation
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popolee0513/Data-Science-Skills-Practice
Language: Jupyter Notebook - Size: 284 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 11 - Forks: 6

anushkaparadkar/R-Projects
List of mini projects done in R programming language to learn and master it
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gb-pignatti/ML_from_scratch
I code from scratch various Machine Learning algorithms.
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helyousfi/Machine-learning
This repo contains machine different learning algorithms.
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roshancyriacmathew/K-means-Clustering-Implementation
K means clustering implementation on the wine quality dataset
Language: Python - Size: 4.88 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

divyam-goel/ML-using-MapReduce-and-Spark
Naive Implementation of Machine Learning Algorithms in distributed frameworks MapReduce and Spark
Language: Scilab - Size: 589 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 0

AyushSinha29/Age-vs-Income-KMeans
k-means clustering is a method of vector quantization, originally from signal processing, that aims to partition n observations into k clusters in which each observation belongs to the cluster with the nearest mean, serving as a prototype of the cluster.
Language: Python - Size: 1.95 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

rajimuth/Cryptocurrencies
Unsupervised Machine Learning for Cryptocurrency Analysis
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Elliott-dev/Machine-Learning-Cryptocurrency-Clusters
I am on the Advisory Services Team of a financial consultancy. One of MY clients, a prominent investment bank, is interested in offering a new cryptocurrency investment portfolio for its customers. The company, however, is lost in the vast universe of cryptocurrencies. They’ve asked me to create a report that includes what cryptocurrencies are on the trading market and determine whether they can be grouped to create a classification system for this new investment.
Language: Jupyter Notebook - Size: 93.8 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

sidharth-ds/E-Commerce-Customer-Segmentation
Grouping similar Products ---> Grouping similar Customers (based on Products they purchased, Quantity & Price of the product )
Language: Jupyter Notebook - Size: 6.15 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

DeconvFFT/unsupervised-scene-segmentation
I explore and compare different techniques for unsupervised scene segmentation. I try to answer these research questions: 1.) Can unsupervised convolutional neural networks learn enough structure from data to generate good quality segments? 2.) Is spatial continuity important to generate good quality clusters? 3.) Can we improve results from CNN and GMMs using K-means?
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PRAN20/Color-Feature-Extraction
Color Feature Extraction using K-Mean. Depicting the Pie-Chart of the Color Composition.
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Abinaya1702/Vehicles_dataAnalysis
Vehicles dataset is analyzed using R programming language.
Language: R - Size: 6.08 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

avannaldas/ML-from-scratch
ML Algorithm implementation from scratch for practice
Language: Python - Size: 364 KB - Last synced at: 1 day ago - Pushed at: over 7 years ago - Stars: 5 - Forks: 3

ritvik-garg/ML_algorithms_from_scratch_2.0
ML Algorithms from scratch
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jaewhyun/text_analytics
Created topic models with tf-idf for 142 unlabled news articles using the Stanford Core NLP library. With the resulting data, implemented clustering and classification algorithms (K-means and KNN) from scratch.
Language: Java - Size: 32.2 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 1

Rakan-z/KCL-DS-Assignments-MSc
This repository consists of folders which include some of the courseworks I have completed in my Data Science MSc at KCL.
Language: Python - Size: 1.05 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

shobhit10058/Machine_learning_assignment_2
k_means clustering implementation
Language: Python - Size: 1.75 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

erickmp07/cluster-people
K-means clustering algorithm to group people who live close to each other.
Language: R - Size: 5.86 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

fraxhost/ImagePixelClustering_Kmeans
Implemented the K-Means Clustering Algorithm. This project can cluster pixels of a similar kind together.
Language: Java - Size: 69.1 MB - Last synced at: 10 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

warmachine028/KMeansExample Fork of hatlesshacker/KMeansExample
Simple implementation of the KMeans Clustering algorithm in Python
Language: Python - Size: 363 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

aolayeye/Clustering_Cryptocurrencies
Implementing K-Means clustering on a cryptocurrency dataset
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muhammadzpw/python-kmeans
Implementation of K-means Clustering Algorithm using Python from scratch without ML library (using Numpy)
Language: Jupyter Notebook - Size: 267 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

sumit0072/Coursera_Capstone
This repository contains Capstone Project of IBM Data Science Professional Certificate.
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sumit0072/GRIP-Task
This repository contains tasks performed in Graduate Rotational Internship Program at The Spark Foundation.
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XelaXer/K-Means-Clustering-w-OpenGL-Visualization
K-Means Clustering Algorithm visualized using OpenGL with an extensible interface.
Language: C - Size: 122 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1

purvit-vashishtha/Clustering
Code for implementing KMeans and Hierarchical Clustering.
Language: Jupyter Notebook - Size: 98.6 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

UKMIITB/KMeansClustering
Python implementation of KMeans clustering algorithm on tif images
Language: Jupyter Notebook - Size: 32.9 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

ranjiGT/AnalyticalEuclideanKmeans
R script for performing k-means clustering with k=3 using Euclidean distance metric
Language: R - Size: 294 KB - Last synced at: 21 days ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

ranjiGT/pupil-grouping-intermediate-examinations
Grouping pupils according to the performance at two intermediate examinations
Language: R - Size: 189 KB - Last synced at: 21 days ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

pravinyo/image-classification-using-clustering
Using Machine Learning techniques to cluster the images and classify them using k mean algorithm
Language: Matlab - Size: 421 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 0

Marslanali/cpp-kmeans-clustering
C++ implementation of kmeans clustering algorithm.
Language: C++ - Size: 1.95 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

kousikr26/kmeans-color-classifier
A rubiks cube color finder which uses unsupervised learning(K-means clustering algorithm) to find the colors
Language: Python - Size: 2.93 KB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

vmieres/Amazon-Web-Services
This repo is about Clustering cryptocurrencies. Using AWS SageMaker and S3.
Language: Jupyter Notebook - Size: 2.06 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

Felix83000/k-means-ski-resort
JAVA software which use k-means Algorithm in order to sort French ski resort into three clusters (Small Size, Medium Size, Big Size).
Language: Java - Size: 2.16 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 1

gonultasbu/color-k-means
A simple k means classifier for rgb images without sklearn.
Language: Python - Size: 15.6 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

upadhyatejas/Analysis-and-Predications-of-Higher-Education-in-India
A recommender system based on data provided by MHRD on colleges and universities in India. Website-
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UpasanaGhosh/UB-CSE-574-Introduction-to-Machine-Learning
The projects are a part of the course CSE-574 : Introduction to Machine Learning, that I had taken up for Fall 2019 at the University at Buffalo.
Language: Jupyter Notebook - Size: 2.8 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

RyanLBuchanan/K-Means_Clustering
K-Means Clustering Algorithm tutorial from Machine Learning A-Z - SuperDataScience -> Input by Ryan L Buchanan 06OCT20
Language: Jupyter Notebook - Size: 340 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

wonderyue/KMeans-Compression
KMeans
Language: Python - Size: 3.64 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

arnab39/Machine-Learning-Codes
Python implementation of basic machine learning algorithms
Language: Python - Size: 58.6 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 8 - Forks: 8

BharatMaheshwari96/Employee-churn-prediction
Language: Jupyter Notebook - Size: 96.7 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

heroorkrishna/Visibility_Climate
Building regression model
Size: 8.8 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

rupalshrivastava/Unsupervised-Learning
Performed feature dimensionality reduction algorithms including feature selection, PCA, ICA, and Randomized Projections. Implemented K means, and Expectation Maximization for classification clustering problems. Compared both the algorithms' results with ANN.
Language: Jupyter Notebook - Size: 2.06 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 1

JalajVora/Implementating-kmeans-for-categorizing-safe-states-in-USA
This project is done as part of course entitled Business Intelligence and Data Mining provided at Dr. Jivraj Mehta Institute of Technology for students of B.Engg. in Computer Science and Engineering. This project implements k-Means, an unsupervised Data Mining algorithm to cluster states of USA being Safe, Moderate or Critical. The dataset from FBI was used as ground truth.
Language: Python - Size: 57.6 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

JaspreetRFSingh/KMeans-Predictive-Modeling
Demonstration of use of ML Algorithm: K-Means Clustering
Language: Python - Size: 12.7 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

mleko/kmeans-clust
k-means clustering in TypeScript
Language: TypeScript - Size: 48.8 KB - Last synced at: 3 days ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 2

khushal2911/Speech-processing-Digit-recognition
Four utterances of 10 digits sampled at 8 kHz from each of 4 male speakers are provided. A template based digit recognition is developed with the help of k-means algorithm.
Language: MATLAB - Size: 391 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

Trisha11r/MLAlgorithms_from_scratch_Python
Implementation of common ML Algorithms from scratch in Python3
Language: Python - Size: 501 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

shaikhAbuzar/ML-Programs
Language: Python - Size: 10.7 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

blackfly19/imageCompression
Language: C++ - Size: 532 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

RaiMar96/Approx_K-Means
Final Project for INTERNET OF THINGS BASED SMART SYSTEMS - UniCT a.a 2019/2020
Language: Python - Size: 1.03 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 1

adzkar/karimin-pergi-ke-pasar
Simple K-Means Implementation using python
Language: Python - Size: 1.95 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

saminens/Machine-Learning-Models
Machine Learning models on Anomaly detection, Recommender system on movies based on IMDB dataset, Digit Identification using Logistic regression, Neural network based facial feature recognition, PCA, SVM based Spam filter, Logistic Regression - Nelder Mead
Language: Jupyter Notebook - Size: 1.09 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 2

Michael-Gkotsis/k-means
A k-means algorithm implementation to c language.
Language: C - Size: 32.2 KB - Last synced at: 15 days ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

DhruvinV/MachineLearning
Machine Learning Algorithms implemented using Numpy and Scipy
Language: Python - Size: 15.4 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

manncodes/K-means
We made a Basic Implementation of K-means Clustering Algorithm for our mini-project of 1st Semester.
Language: C++ - Size: 21.5 KB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

disha2sinha/Machine-Learning-Algorithms-From-Scratch-
Some Basic Machine Learning Algorithms
Language: C - Size: 63.5 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

yash98/parallelizedKMeans
Sequential and parallel implementations of K-means clustering algorithm
Language: C++ - Size: 46.9 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

Jeffresh/kmeans-clustering
A classifier using the kmeans algorithm.
Language: MATLAB - Size: 19.5 KB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

heisenbuug/K-Means-Clustering
K-Means Clustering
Language: Jupyter Notebook - Size: 681 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

flpinheiro/APC_trabalho2_Kmeans
Código desenvolvido como parte da avaliação da disciplina Algoritmos e Programação de Computadores (113476) com o professor Vinícius Ruela Pereira Borges do departamento de Ciência da computação da Universidade de Brasília no primeiro semestre de 2018, desenvolvido pelo estudante Felipe Luís Pinheiro.
Language: C - Size: 126 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

kajakgupta/K-Means-clustring-of-Iris-dataset
Language: Jupyter Notebook - Size: 43.9 KB - Last synced at: about 1 month ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 1

deanone/kmeans-Javascript
Impementation of the k-means clustering algorithm in Javascript
Language: JavaScript - Size: 1000 Bytes - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

justdvnsh/Machine-Learning-With-Python
A collection of machine learning models with python.
Language: Python - Size: 2.21 MB - Last synced at: 3 months ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 1

yeshymanoharan/kmeans-sequences
Implementation of K-means that categorizes sequences into groups based on similarity score derived from Smith-Waterman algorithm.
Language: Python - Size: 3.36 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0
