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The Top 23 Gaussian Mixture Models Open Source Projects

Open source projects categorized as Gaussian Mixture Models
Categories > Gaussian Mixture Models
Numpy Ml ⭐ 14,162
Machine learning, in numpy
total releases 3most recent commit 6 months ago
Probreg ⭐ 670
Python package for point cloud registration using probabilistic model (Coherent Point Drift, GMMReg, SVR, GMMTree, FilterReg, Bayesian CPD)
dependent packages 2total releases 32most recent commit 8 months agopypi probreg} Downloads
Armadillo Code ⭐ 439
Armadillo: fast C++ library for linear algebra & scientific computing - https://arma.sourceforge.net
most recent commit 8 months ago
Gmm Torch ⭐ 378
Gaussian mixture models in PyTorch.
most recent commit a year ago
Wind Speed Analysis ⭐ 304
An elegant probability model for the joint distribution of wind speed and direction.
most recent commit 6 years ago
Generative_models_tutorial_with_demo ⭐ 268
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..
most recent commit 5 years ago
Speech_signal_processing_and_classification ⭐ 203
Front-end speech processing aims at extracting proper features from short- term segments of a speech utterance, known as frames. It is a pre-requisite step toward any pattern recognition problem employing speech or audio (e.g., music). Here, we are interesting in voice disorder classification. That is, to develop two-class classifiers, which can discriminate between utterances of a subject suffering from say vocal fold paralysis and utterances of a healthy subject.The mathematical modeling of th
most recent commit a year ago
Gmr ⭐ 132
Gaussian Mixture Regression
dependent packages 4total releases 10most recent commit a year agopypi gmr} Downloads
Voice Based Gender Recognition ⭐ 122
🔉 👦 👧Voice based gender recognition using Mel-frequency cepstrum coefficients (MFCC) and Gaussian mixture models (GMM)
most recent commit a year ago
Mlwithpytorch ⭐ 107
Objective of the repository is to learn and build machine learning models using Pytorch. 30DaysofML Using Pytorch
most recent commit 2 years ago
Pycave ⭐ 106
Traditional Machine Learning Models for Large-Scale Datasets in PyTorch.
dependent packages 1total releases 28most recent commit 6 months agopypi pycave} Downloads
Machine Learning Models ⭐ 81
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
most recent commit 7 years ago
Extreme Deconvolution ⭐ 73
Density estimation using Gaussian mixtures in the presence of noisy, heterogeneous and incomplete data
most recent commit a year ago
Fishervector ⭐ 56
Improved Fisher Vector Implementation
dependent packages 1total releases 1most recent commit 5 years agopypi fishervector} Downloads
Jlearn ⭐ 55
Machine Learning Library, written in J
most recent commit 5 months ago
Pybgmm ⭐ 49
Bayesian inference for Gaussian mixture model with some novel algorithms
most recent commit 6 years ago
Omg_depth_fusion ⭐ 48
Probabilistic depth fusion based on Optimal Mixture of Gaussians for depth cameras
most recent commit 2 years ago
Jag3d ⭐ 45
Java·Applied·Geodesy·3D - Least-Squares Adjustment Software for Geodetic Sciences
most recent commit 4 months ago
Ai_learning_hub ⭐ 45
AI Learning Hub for Machine Learning, Deep Learning, Computer Vision and Statistics
most recent commit 4 years ago
Gmm Em Python ⭐ 41
Python implementation of EM algorithm for GMM. And visualization for 2D case.
most recent commit a year ago
Patternrecognition_matlab ⭐ 39
Feature reduction projections and classifier models are learned by training dataset and applied to classify testing dataset. A few approaches of feature reduction have been compared in this paper: principle component analysis (PCA), linear discriminant analysis (LDA) and their kernel methods (KPCA,KLDA). Correspondingly, a few approaches of classification algorithm are implemented: Support Vector Machine (SVM), Gaussian Quadratic Maximum Likelihood and K-nearest neighbors (KNN) and Gaussian Mixt
most recent commit 3 years ago
Tf Example Models ⭐ 35
TensorFlow-based implementation of (Gaussian) Mixture Model and some other examples.
most recent commit 6 years ago
Bayseg ⭐ 35
An unsupervised machine learning algorithm for the segmentation of spatial data sets.
most recent commit 3 years ago
The 4 Most Depended On Gaussian Mixture Models Open Source Projects
Gmr ⭐ 132
Gaussian Mixture Regression
dependent packages 4total releases 10latest release October 25, 2021most recent commit a year agopypi gmr} Downloads
Pycave ⭐ 106
Traditional Machine Learning Models for Large-Scale Datasets in PyTorch.
dependent packages 1total releases 28latest release December 14, 2022most recent commit 6 months agopypi pycave} Downloads
Fishervector ⭐ 56
Improved Fisher Vector Implementation
dependent packages 1total releases 1latest release March 01, 2018most recent commit 5 years agopypi fishervector} Downloads
The 8 Latest Releases In Gaussian Mixture Models Open Source Projects
Sigma ⭐ 15
Python library for phase identification and spectrum analysis of energy dispersive x-ray spectroscopy (EDS)
total releases 37latest release November 08, 2023most recent commit 5 months ago
Pycave ⭐ 106
Traditional Machine Learning Models for Large-Scale Datasets in PyTorch.
dependent packages 1total releases 28latest release December 14, 2022most recent commit 6 months agopypi pycave} Downloads
Gmr ⭐ 132
Gaussian Mixture Regression
dependent packages 4total releases 10latest release October 25, 2021most recent commit a year agopypi gmr} Downloads
Numpy Ml ⭐ 14,162
Machine learning, in numpy
total releases 3latest release June 20, 2020most recent commit 6 months ago
Gmcm ⭐ 7
Unsupervised Clustering and Meta-analysis using Gaussian Mixture Copula Models
total releases 12latest release March 12, 2019most recent commit 2 years ago
Fishervector ⭐ 56
Improved Fisher Vector Implementation
dependent packages 1total releases 1latest release March 01, 2018most recent commit 5 years agopypi fishervector} Downloads
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