Color Detection Using Python
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Jun 7, 2021 - Python
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kmeans-clustering-algorithm
Here are 53 public repositories matching this topic...
Implementation of K-means clustering from scratch, image compression and decompression and analysis
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Mar 12, 2019 - Python
This repository contains codes for running k-means clustering and Gaussian Mixture Model based Expectation Maximization classification algorithms on large dataset in python
python
machine-learning
machine-learning-algorithms
python3
expectation-maximization
gaussian-mixture-models
unsupervised-learning
number-of-clusters
kmeans-clustering
kmeans-clustering-algorithm
best-value-for-k-in-knn
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Nov 23, 2017 - Python
Bag of words-based matching/categorization solutions on the MNIST-fashion database.
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Nov 29, 2022 - Python
A rubiks cube color finder which uses unsupervised learning(K-means clustering algorithm) to find the colors
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Jul 27, 2019 - Python
Using K-means algo to cluster the various video games.
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Jul 23, 2019 - Python
Simple implementation of the KMeans Clustering algorithm in Python
machine-learning
python3
clustering-algorithm
kmeans-clustering
unsupervised-machine-learning
kmeans-clustering-algorithm
matplotlib-pyplot
clustering-algorithms
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Oct 4, 2021 - Python
Implementation of K-means that categorizes sequences into groups based on similarity score derived from Smith-Waterman algorithm.
smith-waterman
python3
kmeans
kmeans-clustering
sequence-alignment
aptamers
kmeans-clustering-algorithm
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May 4, 2018 - Python
The implementations in this repository deal with clustering and dimensionality reduction for MNIST digits dataset. Kmeans clustering algorithm is implemented. Also different hierarchical clustering algorithms are tested. We also play with the PCA and TSNE embeddings of the MNIST dataset.
embeddings
mnist
pca
mnist-dataset
kmeans
digit-recognition
tsne
principal-component-analysis
kmeans-clustering
kmeans-algorithm
kmeans-clustering-algorithm
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May 6, 2018 - Python
Enhancing the performance of high dimensional automatic data clustering using Particle Swarm Optimization (PSO) algorithm employing Autoencoder in Stock Market data.
autoencoder
stock-market-data
kmeans-clustering-algorithm
pso-algorithm
metaheuristic-algorithms
bioinspired-algorithms
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Jul 28, 2023 - Python
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Jun 12, 2020 - Python
A simple k means classifier for rgb images without sklearn.
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Dec 17, 2020 - Python
Codes for Practical experiments of Data Warehousing and Mining (Semester V - Computer Engineering - Mumbai University)
python
pagerank
data-visualization
cse
binning
practical
naive-bayes-algorithm
clustering-algorithm
apriori-algorithm
hierarchical-clustering
kmeans-algorithm
mumbai-university
dendrogram
kmeans-clustering-algorithm
computerengineering
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Jul 14, 2024 - Python
This project implements a K-means clustering algorithm with data visualization using Matplotlib and SciPy, including an Elbow method for optimal cluster determination and animated visualizations of the clustering process. It generates random data, performs clustering, and visualizes the results with cluster boundaries.
ai
machine-learning-algorithms
kmeans-clustering
kmeans-algorithm
visulization
kmeans-clustering-algorithm
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Aug 5, 2024 - Python
Simple K-means clustering function
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Sep 3, 2019 - Python
Implementation of common ML Algorithms from scratch in Python3
machine-learning-algorithms
ml
svm-classifier
perceptron-learning-algorithm
kmeans-clustering-algorithm
knn-algorithm
machinelearning-python
adaboost-algorithm
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Jun 15, 2020 - Python
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.
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Jun 10, 2021 - Python
An image compression implementation using K-means Clustering
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Apr 10, 2018 - Python
Machine Learning Algorithms implemented using Numpy and Scipy
neural-networks
pca
logistic-regression
multiclass-classification
kfold-cross-validation
kmeans-clustering-algorithm
naivebayesclassifier
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Feb 6, 2020 - Python
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