Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: gaussian-mixture-models

conradsnicta/armadillo-code

Armadillo: fast C++ library for linear algebra & scientific computing - https://arma.sourceforge.net

Size: 8.79 KB - Last synced: 2 days ago - Pushed: 3 months ago - Stars: 461 - Forks: 121

ddbourgin/numpy-ml

Machine learning, in numpy

Language: Python - Size: 10 MB - Last synced: 4 days ago - Pushed: 7 months ago - Stars: 14,571 - Forks: 3,647

dieterich-lab/ASyH

The Anonymous Synthesizer for Health Data

Language: Python - Size: 324 KB - Last synced: 4 days ago - Pushed: 5 days ago - Stars: 3 - Forks: 0

so-wise/so-fronts

Full scripts to generate figures for "Defining Southern Ocean fronts using unsupervised classification" https://doi.org/10.5194/os-17-1545-2021

Language: Python - Size: 519 MB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 8 - Forks: 2

poyentung/sigma

Python library for phase identification and spectrum analysis of energy dispersive x-ray spectroscopy (EDS)

Language: Jupyter Notebook - Size: 973 MB - Last synced: 7 days ago - Pushed: 6 months ago - Stars: 15 - Forks: 4

giorgioroffo/bayes-classifier-with-GMM

Bayes Classifier with Gaussian Mixture Models to generate handwritten images

Language: Python - Size: 2.93 KB - Last synced: 11 days ago - Pushed: almost 4 years ago - Stars: 6 - Forks: 0

romi/skeleton_refinement

Plant skeleton optimization using stochastic framework on point cloud data.

Language: Python - Size: 1.18 MB - Last synced: 4 days ago - Pushed: 2 months ago - Stars: 1 - Forks: 0

Omar-Saad-ELGharbawy/Voice-Fingerprint-Identification

Voice Id Door Lock Web-App is a Speaker-Identification and Sentence-Verification using Voice MFCCs Feature and GMM

Language: Jupyter Notebook - Size: 137 MB - Last synced: 13 days ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

rohitdavas/Classical-machine-learning

classical machine learning algorithms implemented in Scikit-learn

Language: Jupyter Notebook - Size: 775 KB - Last synced: 16 days ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

fra98/wine-quality-detection

Machine Learning project for Wine Quality Detection

Language: Python - Size: 10.7 MB - Last synced: 17 days ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

pmadruga/ml_project

Machine Learning Techniques applied to Heart Rate Variability

Language: Jupyter Notebook - Size: 35.1 MB - Last synced: 16 days ago - Pushed: over 1 year ago - Stars: 3 - Forks: 1

alexsuakim/MachineLearning

Machine learning model implementations from scratch in Python

Language: Jupyter Notebook - Size: 10.4 MB - Last synced: 19 days ago - Pushed: 19 days ago - Stars: 0 - Forks: 0

applied-geodesy/jag3d

Java·Applied·Geodesy·3D - Least-Squares Adjustment Software for Geodetic Sciences

Language: Java - Size: 26.5 MB - Last synced: 19 days ago - Pushed: 20 days ago - Stars: 51 - Forks: 17

karan-sutariya/Data-Clustering-using-K-Means-EM-algorithms

This repository implements K-Means clustering on the Old-Faithful dataset, with visualization of clustering iterations and distortion. It also applies K-Means for image compression/segmentation and utilizes the EM algorithm with a Gaussian Mixture Model for classification.

Language: Jupyter Notebook - Size: 1.37 MB - Last synced: 19 days ago - Pushed: 20 days ago - Stars: 0 - Forks: 0

borchero/pycave

Traditional Machine Learning Models for Large-Scale Datasets in PyTorch.

Language: Python - Size: 806 KB - Last synced: 16 days ago - Pushed: 18 days ago - Stars: 114 - Forks: 10

SuperKogito/Voice-based-gender-recognition

:sound: :boy: :girl:Voice based gender recognition using Mel-frequency cepstrum coefficients (MFCC) and Gaussian mixture models (GMM)

Language: Python - Size: 8.96 MB - Last synced: 16 days ago - Pushed: 11 months ago - Stars: 185 - Forks: 67

neka-nat/probreg

Python package for point cloud registration using probabilistic model (Coherent Point Drift, GMMReg, SVR, GMMTree, FilterReg, Bayesian CPD)

Language: Python - Size: 47.7 MB - Last synced: 16 days ago - Pushed: 3 months ago - Stars: 789 - Forks: 143

KMdsy/seq2gmm

Open source code for paper "Robust Group Anomaly Detection for Quasi-Periodic Network Time Series"

Language: Python - Size: 1.14 MB - Last synced: 22 days ago - Pushed: 22 days ago - Stars: 2 - Forks: 0

Abhay2412/ENCM509FinalProject

ENCM 509 - Fundamentals of Biometric Systems Design - Winter 2024

Language: Jupyter Notebook - Size: 584 MB - Last synced: 24 days ago - Pushed: 24 days ago - Stars: 0 - Forks: 0

MangoPomelo/GaussianMixture

Gaussian Mixture with em algorithm from scatch in Python

Language: Python - Size: 12.7 KB - Last synced: 24 days ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

EsraaMadi/Gaussian-Mixture-Model-Clustering

Simple guide for gaussian mixture clustering algorithm

Language: Jupyter Notebook - Size: 7.02 MB - Last synced: 25 days ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

mzaradzki/probabilistic-javascript

Javascript functions to fit and to simulate probabilistic models

Language: JavaScript - Size: 9.9 MB - Last synced: 30 days ago - Pushed: almost 7 years ago - Stars: 4 - Forks: 1

AlexanderFabisch/gmr

Gaussian Mixture Regression

Language: Python - Size: 1.08 MB - Last synced: 15 days ago - Pushed: about 1 year ago - Stars: 156 - Forks: 47

SFLazarus/Mixture-Models

Built a heuristic algorithm to model the data using mixture models of probability distributions programmatically

Language: Jupyter Notebook - Size: 1.59 MB - Last synced: about 1 month ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

rbaygildin/brain-tumor-segmentation

Brain tumor (low-grade and high-grade glioma) segmentation using unsupervised methods

Language: Jupyter Notebook - Size: 958 KB - Last synced: about 1 month ago - Pushed: almost 6 years ago - Stars: 6 - Forks: 2

ludlows/wgmm

Wrapped Gaussian Mixture Model for angular clustering

Language: Jupyter Notebook - Size: 420 KB - Last synced: about 1 month ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 1

siavashk/GMM-FEM 📦

Biomechanically Constrained Point Cloud Registration Using Gaussian Mixture Models

Language: C++ - Size: 2.07 MB - Last synced: 16 days ago - Pushed: about 7 years ago - Stars: 39 - Forks: 14

tianrui-qi/QuadraticNeurons

Code and data associated with the paper "Superiority of quadratic over conventional neural networks for classification of Gaussian mixture data".

Language: Jupyter Notebook - Size: 16.5 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 1

SuperKogito/Voice-based-speaker-identification

:sound: :boy: :girl: :woman: :man: Speaker identification using voice MFCCs and GMM

Language: Python - Size: 105 KB - Last synced: 16 days ago - Pushed: over 3 years ago - Stars: 48 - Forks: 14

DavidMercier/TriDiMap

Matlab functions to plot 2D and 3D maps from nanoindentation tests.

Language: MATLAB - Size: 112 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 16 - Forks: 4

XiaobingDean/GMM_tensorflow

Gaussian mixture models in Tensorflow.

Language: Python - Size: 398 KB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 3 - Forks: 1

ArmandoGaGo/KMeans-GaussianMM-and-KMedoids

Using the credit card customer base dataset, identify different segments in the existing customer base, taking into account their spending patterns as well as past interactions with the bank.

Language: Jupyter Notebook - Size: 126 KB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

WI-KIWI/DataScienceSummit2017

For the data science summit 2017 in Bamberg

Language: Jupyter Notebook - Size: 31.7 MB - Last synced: about 1 month ago - Pushed: over 6 years ago - Stars: 2 - Forks: 2

RamezElmasry/Advanced-Video-Processing

Coding solutions to various image processing problems integrating statistical algorithm known as Expectation-Maximization (EM), and clustering algorithm known as Gaussian Mixture Model (GMM).

Language: Python - Size: 16.1 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

applied-geodesy/bundle-adjustment

Bundle Adjustment for Close-Range Photogrammetry

Language: HTML - Size: 2.38 MB - Last synced: 29 days ago - Pushed: about 1 month ago - Stars: 4 - Forks: 5

kylesayrs/GMMPytorch

Easy to read Pytorch implementation of same-family gaussian mixture models. Features separable learning rates with singularity detection and resetting

Language: Python - Size: 627 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 6 - Forks: 0

jonasrothfuss/fishervector

Improved Fisher Vector Implementation- extracts Fisher Vector features from your data

Language: Python - Size: 16.6 KB - Last synced: 27 days ago - Pushed: almost 2 years ago - Stars: 102 - Forks: 32

omerbsezer/Generative_Models_Tutorial_with_Demo

Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..

Language: Jupyter Notebook - Size: 12.9 MB - Last synced: 30 days ago - Pushed: over 5 years ago - Stars: 323 - Forks: 40

rogertrullo/Bayesian-Methods-for-Machine-Learning

Bayesian Methods for Machine Learning

Language: Jupyter Notebook - Size: 1.24 MB - Last synced: about 2 months ago - Pushed: over 6 years ago - Stars: 7 - Forks: 9

enesozi/ML-course-HW3

Implementation of Mixture of Gaussians and K-NN

Language: Matlab - Size: 602 KB - Last synced: about 2 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

waitingcheung/PyML

A minimalistic implementation of common machine learning algorithms in Python and NumPy.

Language: Python - Size: 1.98 MB - Last synced: 2 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

ttperr/DD2434-ML-KTH

DD2434 - Machine Learning Advanced projects at KTH.

Language: Jupyter Notebook - Size: 106 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

Bbowen100/Intro-ML-Algos

Language: Matlab - Size: 787 KB - Last synced: 2 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

sarankrish/machine-learning-notebooks

Language: Jupyter Notebook - Size: 662 KB - Last synced: 2 months ago - Pushed: over 6 years ago - Stars: 1 - Forks: 0

dmetivie/ExpectationMaximization.jl

A simple but generic implementation of Expectation Maximization algorithms to fit mixture models.

Language: Julia - Size: 1.06 MB - Last synced: 8 days ago - Pushed: 5 months ago - Stars: 31 - Forks: 1

paultsw/mixdenoise

A GMM-denoising module for pytorch.

Language: Jupyter Notebook - Size: 130 KB - Last synced: 2 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

rdesarz/gmphd

Python implementation of the Gaussian Mixture Probability Hypothesis Density Filter

Language: Python - Size: 36.1 KB - Last synced: 2 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

ldeecke/gmm-torch

Gaussian mixture models in PyTorch.

Language: Python - Size: 568 KB - Last synced: 2 months ago - Pushed: 10 months ago - Stars: 463 - Forks: 87

cqcn1991/Wind-Speed-Analysis

An elegant probability model for the joint distribution of wind speed and direction.

Language: HTML - Size: 825 MB - Last synced: about 1 month ago - Pushed: over 6 years ago - Stars: 330 - Forks: 109

hegdebhavya/CMPE257-Machine-Learning-Assignments

This repository contains all the assignments of CMPE257 Machine Learning course

Language: Jupyter Notebook - Size: 8.19 MB - Last synced: 2 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

wayne-turner/re_stochastic_neighbor_embedding

Guide for dimensionality reduction and clustering analysis.

Language: Python - Size: 9.33 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

dennisfrancis/ClusterRows

A LibreOffice Calc extension that clusters the rows in a table and colors them to indicate the clusters.

Language: C++ - Size: 1.77 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 10 - Forks: 1

asif-shahriar11/Machine-Learning

Machine learning models.

Language: Python - Size: 86.3 MB - Last synced: about 1 month ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

SinaMirrazavi-sony/SESODS_lib

Learning second order dynamical system

Language: MATLAB - Size: 46.8 MB - Last synced: 3 months ago - Pushed: over 5 years ago - Stars: 9 - Forks: 1

SinaMirrazavi-sony/LPV

C++ implementation of GMM based LPV systems

Language: C++ - Size: 18.6 KB - Last synced: 3 months ago - Pushed: almost 5 years ago - Stars: 5 - Forks: 3

bhanu-kanamarlapudi/Covid_19-Michigan

Michigan Covid-19 prediction

Language: HTML - Size: 8.95 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

polyactis/Accucopy

Accucopy is a computational method that infers Allele-specific Copy Number alterations from low-coverage low-purity tumor sequencing Data.

Language: C++ - Size: 1.04 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 14 - Forks: 4

bertini36/GMM

Variational Inference in Gaussian Mixture Model

Language: Python - Size: 98.9 MB - Last synced: 25 days ago - Pushed: over 3 years ago - Stars: 56 - Forks: 16

AhmetZamanis/WeatherAnomalyDetectionClassification

Time series anomaly detection, time series classification & dynamic time warping, performed on a dataset of Canadian weather measurements.

Language: Python - Size: 23.8 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 2 - Forks: 0

ogozuacik/gaussian-mixture-models

implementation of expectation maximization algorithm for gaussian mixture models and comparing it with non-parametric histogram estimation

Language: Matlab - Size: 1.37 MB - Last synced: 4 months ago - Pushed: over 5 years ago - Stars: 4 - Forks: 1

HongJea-Park/robust_EM_for_gmm

MS Yang, A robust EM clustering algorithm for Gaussian mixture models, Pattern Recognit., 45 (2012), pp. 3950-3961

Language: Python - Size: 10.6 MB - Last synced: 7 days ago - Pushed: almost 3 years ago - Stars: 20 - Forks: 3

COINtoolbox/GMM_Catalogue

Catalogue with probabilistic classification of galaxies based on their ionization source

Language: Jupyter Notebook - Size: 14.3 MB - Last synced: about 2 months ago - Pushed: over 5 years ago - Stars: 3 - Forks: 6

Ahonanhin/NaiveBayes

Text Classification with Naive Bayes Classifier

Language: Jupyter Notebook - Size: 1.14 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

didins97/simpeg-basarnas

Human resources system of the National Search and Rescue Agency (Basarnas) with Gaussian Mixture Modeling analysis

Language: JavaScript - Size: 13.8 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

lipovec-t/vi-gaussian-dpm

Coordinate Ascent Variational Inference for Dirichlet Process Mixtures of Gaussians

Language: Python - Size: 1.72 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

cankobanz/machine-learning-projects

Machine learning course projects are contributed.

Language: Jupyter Notebook - Size: 7.85 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

leandrofgr/GaussianMixMCMC_Metropolis

Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion

Language: MATLAB - Size: 1.64 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 21 - Forks: 3

kyomangold/ETH-MachineLearning

Repository for the code of the "Introduction to Machine Learning" (IML) lecture at the "Learning & Adaptive Systems Group" at ETH Zurich.

Language: Python - Size: 568 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

juyeon999/OEDPM

Implement of paper "Unsupervised Outlier Detection using Random Subspace and Subsampling Ensembles of Dirichlet Process Mixtures"

Language: Python - Size: 729 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

AISoltani/Clustering-in-Python Fork of sandipanpaul21/Clustering-in-Python

Clustering methods in Machine Learning includes both theory and python code of each algorithm. Algorithms include K Mean, K Mode, Hierarchical, DB Scan and Gaussian Mixture Model GMM. Interview questions on clustering are also added in the end.

Language: Jupyter Notebook - Size: 16.2 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 5 - Forks: 1

ColeConte/gaussian-mixture-model

Gaussian Mixture Model implementation.

Language: Python - Size: 187 KB - Last synced: 5 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

glassfox15/credit_card_segmentation

Credit Card User Segmentation With Clustering Techniques: Project for Math 156 (Machine Learning) at UCLA, Fall 2023

Language: Jupyter Notebook - Size: 5.46 MB - Last synced: 4 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

hgarud/Face_Classification

A comparative study between 5 different binary classification techniques.

Language: Python - Size: 106 KB - Last synced: 5 months ago - Pushed: almost 6 years ago - Stars: 1 - Forks: 0

AEBilgrau/GMCM

Unsupervised Clustering and Meta-analysis using Gaussian Mixture Copula Models

Language: R - Size: 25.7 MB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 14 - Forks: 3

v18nguye/gulfstream-lrm

The project development aims to interpolate the seawater temperature, salinity three-dimensional structure, and to understand the physical oceanography in the turbulent region Gulf Stream by exploiting the latent regression model and deep regression neural networks.

Language: Jupyter Notebook - Size: 23.3 MB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 4 - Forks: 1

pedropro/OMG_Depth_Fusion

Probabilistic depth fusion based on Optimal Mixture of Gaussians for depth cameras

Language: C++ - Size: 214 MB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 59 - Forks: 15

dvircohen0/ML-101

Machine-Learning-Algorithms-From-Scratch

Language: Jupyter Notebook - Size: 12.7 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

jayshah19949596/Machine-Learning-Models

Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means

Language: Matlab - Size: 4.88 MB - Last synced: 6 months ago - Pushed: about 7 years ago - Stars: 291 - Forks: 143

Keefe-Murphy/MoEClust

Gaussian Parsimonious Clustering Models with Gating and Expert Network Covariates

Language: R - Size: 1.67 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 7 - Forks: 0

jonghough/jlearn

Machine Learning Library, written in J

Language: J - Size: 9.53 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 55 - Forks: 13

yassiommi/gaussian-mixture-model

Gaussian Mixture Model in Python

Language: Python - Size: 4.88 KB - Last synced: 4 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

ahmedhumza94/customer_segments

Unsupervised clustering of the UCI Wholesale Customer Spending Dataset

Language: HTML - Size: 580 KB - Last synced: 6 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

snigdhab7/Iris-Clustering-Exploration

Unlocking Iris dataset mysteries with Gaussian Mixture Models and K-Means clustering algorithms.

Language: Python - Size: 33.2 KB - Last synced: 4 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

hrootscraft/audio-classification

Statistical Model (GMM) employed for Audio Classification

Language: Jupyter Notebook - Size: 7.81 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

hahnec/multimodal_emg

Multimodal Exponentially Modified Gaussians with Optional Oscillation

Language: Jupyter Notebook - Size: 2.4 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 5 - Forks: 1

Amin-Azar/GMEE

Gaussian Mixture Error Estimation for Approximate Circuits

Language: MATLAB - Size: 828 KB - Last synced: 6 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

zhangchicheng/Machine-Learning-in-Numpy

Implement Basic Machine Learning Algorithms from Scratch

Language: Jupyter Notebook - Size: 190 KB - Last synced: 6 months ago - Pushed: over 3 years ago - Stars: 2 - Forks: 0

ForceBru/GaussianMixturesCECF

Estimate Gaussian mixture models using the Continuous Empirical Characteristic Function method introduced in (Xu & Knight, 2010)

Language: Julia - Size: 200 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

one2blame/splintershell

A Python package for blending shellcodes into network traffic using unsupervised learning

Language: Python - Size: 4.2 MB - Last synced: about 4 hours ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

wentaoyuan/deepgmr

PyTorch implementation of DeepGMR: Learning Latent Gaussian Mixture Models for Registration (ECCV 2020 spotlight)

Language: Python - Size: 615 KB - Last synced: 6 months ago - Pushed: over 3 years ago - Stars: 120 - Forks: 14

navigator8972/roboschool_baxterstriker

roboschool environment for baxter ball striking

Language: Python - Size: 8.21 MB - Last synced: 7 months ago - Pushed: over 6 years ago - Stars: 1 - Forks: 1

navigator8972/pcae

Point Cloud Gaussian Mixture Models and Shape Completion with Auto-encoder embeddings

Language: Jupyter Notebook - Size: 1.2 MB - Last synced: 7 months ago - Pushed: about 5 years ago - Stars: 4 - Forks: 2

is0383kk/SymbolEmergence-VAE-GMM

Symbol emergence using Variational Auto-Encoder and Gaussian Mixture Model (Inter-GMM-VAE)~VAEを活用した実画像からの記号創発~

Language: Python - Size: 520 KB - Last synced: 4 months ago - Pushed: 7 months ago - Stars: 3 - Forks: 3

Snigdho8869/Clustering-Projects

Repository for various clustering projects including mall customer segmentation and more. Explore data analysis and clustering techniques

Language: Jupyter Notebook - Size: 962 KB - Last synced: 4 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

GiuDF1102/Language-Indentification-2023

Italian Language Detection from Utterance Embeddings: A Comparative Study of SVM, Gaussian Models, Logistic Regression, and GMM. Made for the Machine Learning and Pattern Recognition course at Politecnico di Torino.

Language: Python - Size: 6.9 MB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 2

gabrielecastellano/early-exit-distillation Fork of yoshitomo-matsubara/head-network-distillation

Early Classification in Split Computing with Regularized Bottlenecks

Language: Jupyter Notebook - Size: 4.71 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 2 - Forks: 0

vincent27hugh/Cluster-Kmeans-EMGMM-PCA

Wine Types Clustering using K-Means, EM-GMM and PCA

Language: Jupyter Notebook - Size: 12.5 MB - Last synced: 7 months ago - Pushed: over 5 years ago - Stars: 9 - Forks: 4

panlanfeng/LatentGaussianMixtureModel.jl

The Julia package for estimating and testing a generalized linear mixed model with normal mixture random effects

Language: Julia - Size: 563 KB - Last synced: 7 months ago - Pushed: about 5 years ago - Stars: 2 - Forks: 2

aayush210789/Clustering-using-Mixture-of-Gaussians

Clustering using the Mixture of Gaussians model on Peterson and Barney’s dataset of vowel formant frequencies.

Language: Matlab - Size: 323 KB - Last synced: 7 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

venkatesh-eranti/Clustering_Project_online-retail_case-study

For an UK based non-store online retail for which we need to cluster it's customers in to different groups so that we can run targeted campaign for each group

Language: Jupyter Notebook - Size: 475 KB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

Related Keywords
gaussian-mixture-models 359 machine-learning 98 clustering 56 python 54 gmm 49 expectation-maximization 38 kmeans-clustering 36 k-means-clustering 31 expectation-maximization-algorithm 29 unsupervised-learning 27 logistic-regression 23 pca 21 hierarchical-clustering 20 machine-learning-algorithms 19 kmeans 18 linear-regression 18 principal-component-analysis 17 clustering-algorithm 16 computer-vision 16 k-means 15 variational-autoencoder 14 naive-bayes-classifier 14 pytorch 14 statistics 14 neural-network 14 data-science 13 gaussian-processes 12 decision-trees 12 matlab 12 unsupervised-machine-learning 11 numpy 11 bayesian-inference 11 svm 11 python3 11 deep-learning 10 random-forest 10 scikit-learn 10 gmm-clustering 10 variational-inference 10 mixture-model 9 classification 9 dbscan-clustering 9 tensorflow 9 jupyter-notebook 8 gibbs-sampling 8 knn-classification 8 support-vector-machines 7 pca-analysis 7 generative-model 7 pattern-recognition 7 dbscan 7 kmeans-algorithm 7 segmentation 7 generative-adversarial-network 7 pandas 7 mfcc 7 neural-networks 7 em-algorithm 7 ridge-regression 7 spectral-clustering 6 hidden-markov-model 6 regression 6 decision-tree 6 linear-discriminant-analysis 6 naive-bayes 6 kernel-density-estimation 6 opencv 6 knn 6 data-visualization 6 convolutional-neural-networks 6 gaussian 6 dimensionality-reduction 6 svm-classifier 6 probabilistic-graphical-models 5 density-estimation 5 cluster-analysis 5 kmeans-clustering-algorithm 5 speaker-identification 5 gaussian-distribution 5 robotics 5 image-segmentation 5 decision-tree-classifier 5 reinforcement-learning 5 support-vector-machine 5 r 5 color-segmentation 4 speech 4 metropolis-hastings 4 dendrogram 4 image-processing 4 vae 4 pytorch-implementation 4 outlier-detection 4 confusion-matrix 4 probability-distribution 4 gaussian-classifier 4 supervised-learning 4 background-subtraction 4 bayesian 4 k-nearest-neighbours 4