21 results found Sort:

ddbourgin
numpy-ml ddbourgin
3.7k
14.7k
gpl-3.0
452
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
143
799
mit
21
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 21 days ago
ldeecke
gmm-torch ldeecke
88
480
mit
3
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
463
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
9 commits to main branch, last one 3 months ago
gionanide
Speech_Signal_Processing_and_Classification gionanide
63
232
mit
10
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
192
mit
10
: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
48
160
bsd-3-clause
5
Gaussian Mixture Regression
python regression machine-learning gaussian-mixture-models
Created 2014-02-23
240 commits to master branch, last one 10 days ago
Mayurji
MLWithPytorch Mayurji
38
125
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 2 years ago
borchero
pycave borchero
10
115
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 about a year ago
jonasrothfuss
fishervector jonasrothfuss
32
102
mit
5
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
sandipanpaul21
Clustering-in-Python sandipanpaul21
44
100
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 2 years ago
jobovy
extreme-deconvolution jobovy
23
77
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
271 commits to main branch, last one 3 months ago
Xiaoyang-Rebecca
PatternRecognition_Matlab Xiaoyang-Rebecca
21
68
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 2 years ago
mr-easy
GMM-EM-Python mr-easy
13
61
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
pedropro
OMG_Depth_Fusion pedropro
17
60
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 2 years ago
cgre-aachen
bayseg cgre-aachen
14
58
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 2 years ago
Wei2624
AI_Learning_Hub Wei2624
17
56
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 3 years ago
jonghough
jlearn jonghough
13
56
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 6 months ago
applied-geodesy
jag3d applied-geodesy
17
53
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
757 commits to master branch, last one 8 days ago
Ransaka
GMM-from-scratch Ransaka
7
51
unknown
2
The only guide you need to learn everything about GMM
python-3 generative-model gaussian-mixture-models
Created 2023-01-08
1 commits to master 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
93 commits to master branch, last one 5 months ago