22 results found Sort:

ddbourgin
numpy-ml ddbourgin
3.8k
15.8k
gpl-3.0
461
Machine learning, in numpy
knn vae lstm mfcc resnet wavenet wgan-gp word2vec attention topic-modeling neural-networks machine-learning gradient-boosting bayesian-inference gaussian-processes hidden-markov-models good-turing-smoothing reinforcement-learning gaussian-mixture-models
Created 2019-04-06
348 commits to master branch, last one 2 years ago
neka-nat
probreg neka-nat
147
869
mit
22
Python package for point cloud registration using probabilistic model (Coherent Point Drift, GMMReg, SVR, GMMTree, FilterReg, Bayesian CPD)
3d open3d filterreg point-cloud registration dual-quaternion coherent-point-drift rigid-transformations variational-inference non-rigid-registration gaussian-mixture-models dual-quaternion-skinning point-cloud-registration expectation-maximization-algorithm
Created 2019-01-07
275 commits to master branch, last one 7 months ago
ldeecke
gmm-torch ldeecke
88
534
mit
2
Gaussian mixture models in PyTorch.
pytorch gaussian-mixture-models
Created 2018-06-13
48 commits to master branch, last one about a year ago
conradsnicta
armadillo-code conradsnicta
121
478
unknown
53
Armadillo: fast C++ library for linear algebra & scientific computing - https://arma.sourceforge.net
blas lapack matlab openmp solver armadillo statistics math-library rcpparmadillo sparse-matrix linear-algebra linear-solvers matrix-inverse matrix-functions expression-template matrix-factorization scientific-computing linear-algebra-library gaussian-mixture-models signal-processing-algorithms
Created 2016-10-27
10 commits to main branch, last one 5 months ago
gionanide
Speech_Signal_Processing_and_Classification gionanide
64
242
mit
11
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 emplo...
nlp mfcc nltk isomap classifier kernel-pca speech-utterance speech-processing feature-extraction spectral-embedding spectral-clustering long-short-term-memory gaussian-mixture-models support-vector-machines locally-linear-embedding natural-language-processing linear-discriminant-analysis principal-component-analysis linear-prediction-coefficients
Created 2018-03-16
197 commits to master branch, last one about a year ago
SuperKogito
Voice-based-gender-recognition SuperKogito
66
207
mit
11
:sound: :boy: :girl:Voice based gender recognition using Mel-frequency cepstrum coefficients (MFCC) and Gaussian mixture models (GMM)
gmm mfcc vocal voice gender signal speech speaker data-science scikit-learn mel-frequencies gender-detection machine-learning gender-recognition scikit-learn-python gender-classification gaussian-mixture-models gender-recognition-by-voice
Created 2018-09-23
37 commits to master branch, last one about a year ago
AlexanderFabisch
gmr AlexanderFabisch
49
173
bsd-3-clause
5
Gaussian Mixture Regression
python regression machine-learning gaussian-mixture-models
Created 2014-02-23
242 commits to master branch, last one 5 days ago
Mayurji
MLWithPytorch Mayurji
39
129
unknown
12
Objective of the repository is to learn and build machine learning models using Pytorch. 30DaysofML Using Pytorch
python3 pytorch pca-analysis decision-trees svm-classifier lasso-regression machine-learning ridge-regression tfidf-vectorizer kmeans-clustering linear-regression adaboost-algorithm knn-classification logistic-regression naive-bayes-algorithm naive-bayes-classifier pytorch-implementation gaussian-mixture-models machine-learning-algorithms
Created 2021-04-06
113 commits to main branch, last one 3 years ago
borchero
pycave borchero
13
126
mit
3
Traditional Machine Learning Models for Large-Scale Datasets in PyTorch.
kmeans pytorch markov-model machine-learning pytorch-lightning gaussian-mixture-models
Created 2020-03-22
136 commits to main branch, last one 2 years ago
sandipanpaul21
Clustering-in-Python sandipanpaul21
48
118
unknown
6
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 questi...
dbscan k-mode python dendogram clustering dbscan-clusters kmeans-analysis dbscan-algorithm kmeans-algorithm dbscan-clustering kmeans-clustering clustering-methods hierarchical-models clustering-algorithm clustering-evaluation clustering-validation clustering-coefficient gaussian-mixture-models hierarchical-clustering dbscan-clustering-algorithm
Created 2020-08-07
75 commits to master branch, last one 3 years ago
jonasrothfuss
fishervector jonasrothfuss
32
103
mit
4
Improved Fisher Vector Implementation- extracts Fisher Vector features from your data
fisher-vectors computer-vision machine-learning gaussian-mixture-models
Created 2018-03-01
19 commits to master branch, last one 5 years ago
Ransaka
GMM-from-scratch Ransaka
15
100
unknown
2
The only guide you need to learn everything about GMM
python-3 generative-model gaussian-mixture-models
Created 2023-01-08
3 commits to master branch, last one 17 days ago
jobovy
extreme-deconvolution jobovy
23
80
other
8
Density estimation using Gaussian mixtures in the presence of noisy, heterogeneous and incomplete data
c python uncertainty machine-learning density-estimation gaussian-mixture-models
Created 2014-01-17
273 commits to main branch, last one about a month ago
mr-easy
GMM-EM-Python mr-easy
13
72
unknown
2
Python implementation of EM algorithm for GMM. And visualization for 2D case.
visualization gmm-clustering gaussian-mixture-models expectation-maximization machine-learning-algorithms expectation-maximization-algorithm
Created 2020-06-04
10 commits to master branch, last one about a year ago
Xiaoyang-Rebecca
PatternRecognition_Matlab Xiaoyang-Rebecca
21
71
unknown
2
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: pri...
gmm lda pca svm kpca pattern-recognition gaussian-mixture-models
Created 2017-10-18
12 commits to master branch, last one 3 years ago
cgre-aachen
bayseg cgre-aachen
15
62
lgpl-3.0
12
An unsupervised machine learning algorithm for the segmentation of spatial data sets.
python3 geophysics gibbs-energy markov-chain segmentation mixture-model gibbs-sampling bayesian-methods machine-learning hidden-markov-models gaussian-mixture-models
Created 2017-11-16
167 commits to master branch, last one 3 years ago
pedropro
OMG_Depth_Fusion pedropro
17
61
mit
7
Probabilistic depth fusion based on Optimal Mixture of Gaussians for depth cameras
depth-image depth-camera depth-fusion kinect-fusion depth-estimation gaussian-mixture-models
Created 2017-11-07
52 commits to master branch, last one 3 years ago
applied-geodesy
jag3d applied-geodesy
17
59
gpl-3.0
5
Java·Applied·Geodesy·3D - Least-Squares Adjustment Software for Geodetic Sciences
java geodesy adjustment least-squares applied-geodesy geodetic-sciences geodesic-algorithm regression-analysis adjustment-computations gaussian-mixture-models
Created 2018-02-03
783 commits to master branch, last one a day ago
Wei2624
AI_Learning_Hub Wei2624
17
58
mit
7
AI Learning Hub for Machine Learning, Deep Learning, Computer Vision and Statistics
statistics deep-learning learningnotes regularization svm-classifier learning-theory generative-model machine-learning k-means-clustering deep-neural-networks discriminant-analysis variational-inference gaussian-mixture-models machine-learning-algorithms perceptron-learning-algorithm expectation-maximization-algorithm
Created 2018-12-27
138 commits to master branch, last one 4 years ago
jonghough
jlearn jonghough
13
57
mit
15
Machine Learning Library, written in J
j rbm lstm k-means learning clustering deep-learning knn-classifier machine-learning ensemble-learning gaussian-processes self-organizing-map gaussian-mixture-models hierarchical-clustering principal-component-analysis convolutional-neural-networks multilayer-perceptron-network restricted-boltzmann-machines
Created 2018-07-25
31 commits to master branch, last one about a year ago
leandrofgr
GaussianMixMCMC_Metropolis leandrofgr
3
34
gpl-2.0
1
Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion
mcmc facies geophysics inverse-problems seismic-inversion metropolis-hastings gaussian-mixture-models
Created 2022-06-07
8 commits to main branch, last one about a year ago
dmetivie
ExpectationMaximization.jl dmetivie
1
32
mit
2
A simple but generic implementation of Expectation Maximization algorithms to fit mixture models.
julia clustering mixture-models gaussian-mixture-models expectation-maximization
Created 2022-03-25
112 commits to master branch, last one 23 days ago