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GitHub topics: gmm-em

SaniyaAbushakimova/Machine-Learning-Algorithms-From-Scratch

Built core machine learning and statistical models from scratch in Python to deepen understanding of their underlying mathematics, without using high-level ML libraries. Tech: Python (numpy, pandas, seaborn, matplotlib, scipy, skmisc)

Language: Jupyter Notebook - Size: 5.39 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

ayeshathoi/Machine-Learning-472

machine learning sessional works

Language: Jupyter Notebook - Size: 7.72 MB - Last synced at: 2 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

cbanerji/Density-estimators

Collection of classical density estimators e.g. mixture models, kernel density estimator etc.

Language: Jupyter Notebook - Size: 79.1 KB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

abdulsamad183/EM_for_GMM_from_scratch

Implementation of Expectation-Maximization (EM) algorithm for Gaussian Mixture Model

Language: Jupyter Notebook - Size: 388 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

chenwj1989/MLSP

Examples of machine learning and signal processing algorithms.

Language: Python - Size: 2.59 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 36 - Forks: 18

NeilFabiao/Background-Segmentation-Gaussian-Mixture-Models-Deep-Learning

🧩 The project explores computer vision techniques such as the Gaussian Mixture Models and U-Net deep learning model. In an effort to segment an image into foreground and background regions.

Language: Jupyter Notebook - Size: 66.8 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 1

anubhavparas/color-segmentation-using-gaussain-mixture-models

Underwater Buoy detection using Gaussian Mixture Models (GMM) and Expectation-Maximization (EM) Algorithm

Language: Python - Size: 56.5 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

kailugaji/Gaussian_Mixture_Model_for_Clustering

Gaussian Mixture Model for Clustering

Language: MATLAB - Size: 228 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 5 - Forks: 4

reutregev/gmm-em

A Python implementation of Gaussian Mixture Model (GMM)

Language: Jupyter Notebook - Size: 546 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

mz-zarei/MNIST-Classification

MNIST Classification using GMM and VGG

Language: Jupyter Notebook - Size: 594 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

sm823zw/Music-Speech-Classification

Unsupervised Music Speech Classification using Gaussian Mixture Models (EM algorithm)

Language: Jupyter Notebook - Size: 101 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

sm823zw/Bayes-Classifier

This repo consists of classification tasks using the Bayes classifier, GMMs, and nearest neighbor classifier.

Language: Jupyter Notebook - Size: 3.55 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

tarujg/statistical-learning

Repository pertaining to traditional statistical methods being applied to foreground segmentation for an image of a Cheetah

Language: MATLAB - Size: 4.68 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

kailugaji/GaussianMixtureModel-clustering

Gaussian mixture model for clustering

Language: MATLAB - Size: 15.6 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0