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Feeds
A soumis
Kmedoids
Very fast matlab implementation of kmedoids clustering algorithm
plus de 5 ans il y a | 4 téléchargements |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/e5742ae8-4a80-11e4-9553-005056977bd0/c734db31-df03-425a-b859-df13970156b5/images/screenshot.jpg)
A soumis
EM Algorithm for Gaussian Mixture Model (EM GMM)
EM algorithm for Gaussian mixture.
plus de 5 ans il y a | 9 téléchargements |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/e56d1087-4a80-11e4-9553-005056977bd0/3b754467-05eb-40a8-a3bd-61e9cf5da9cc/images/screenshot.jpg)
A soumis
Kalman Filter and Linear Dynamic System
Kalman Filter and Linear Dynamic System for time series modeling
plus de 5 ans il y a | 4 téléchargements |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/806182fb-8732-4c96-ab39-1af5ef8388c7/0b4b67e2-ab8a-4682-aee7-7266d547b043/images/screenshot.jpg)
A soumis
MLP Neural Network trained by backpropagation
Multilayer Perceptron (MLP) Neural Network (NN) for regression problem trained by backpropagation (backprop)
plus de 5 ans il y a | 13 téléchargements |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/da484b8b-ba8e-484a-b495-a9b422650581/59b54c2b-c689-4da5-a2c2-a71646cda679/images/screenshot.jpg)
A soumis
Pattern Recognition and Machine Learning Toolbox
Pattern Recognition and Machine Learning Toolbox
environ 7 ans il y a | 47 téléchargements |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/submissions/55826/versions/2/screenshot.jpg)
A soumis
Kmeans Clustering
Super fast and terse kmeans clustering.
plus de 7 ans il y a | 50 téléchargements |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/submissions/24616/versions/14/screenshot.jpg)
A soumis
Hidden Markov Model Toolbox (HMM)
Hidden Markov Model Toolbox
presque 8 ans il y a | 18 téléchargements |
A soumis
Variational Bayesian Relevance Vector Machine for Sparse Coding
Variational Bayesian Relevance Vector Machine for Sparse Coding
plus de 8 ans il y a | 2 téléchargements |
A soumis
Variational Bayesian Linear Regression
Variational Bayesian Linear Regression
plus de 8 ans il y a | 5 téléchargements |
A soumis
Log Probability Density Function (PDF)
numerically stable pdf of popular distributions in log scale.
plus de 8 ans il y a | 1 téléchargement |
A soumis
Probabilistic Linear Regression
Probabilistic Linear Regression with automatic model selection
plus de 8 ans il y a | 4 téléchargements |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/submissions/55832/versions/5/screenshot.jpg)
A soumis
Pairwise Distance Matrix
Compute pairwise square Euclidean or Mahalanobis distances between points sets (fully optimized!).
plus de 8 ans il y a | 4 téléchargements |
A soumis
Dirichlet Process Gaussian Mixture Model
Dirichlet Process Gaussian Mixture Model aka Infinite GMM using Gibbs Sampling
plus de 8 ans il y a | 8 téléchargements |
A soumis
Bayesian Compressive Sensing (sparse coding) and Relevance Vector Machine
Bayesian methods (RVM) for learning sparse representation
plus de 8 ans il y a | 10 téléchargements |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/submissions/55879/versions/4/screenshot.jpg)
A soumis
Probabilistic PCA and Factor Analysis
EM algorithm for fitting PCA and FA model. This is probabilistic treatment of dimensional reduction.
plus de 8 ans il y a | 9 téléchargements |
A soumis
EM for Mixture of Bernoulli (Unsupervised Naive Bayes) for clustering binary data
EM for Mixture of Bernoulli (Unsupervised Naive Bayes) for clustering binary data
plus de 8 ans il y a | 2 téléchargements |
A soumis
Gram-Schmidt orthogonalization
Gram-Schmidt orthogonalization
plus de 8 ans il y a | 27 téléchargements |
A soumis
Naive Bayes Classifier
Naive Bayes Classifier working for both continue and discrete data
plus de 8 ans il y a | 1 téléchargement |
A soumis
Logistic Regression for Classification
Logistic regression for both binary and multiclass classification
plus de 8 ans il y a | 7 téléchargements |
A soumis
Kernel Learning Toolbox
Machine Learning with kernels
plus de 8 ans il y a | 4 téléchargements |
A soumis
Normalized Mutual Information
Fully vectorized implementation NMI. NMI is often used for evaluating clustering results.
plus de 8 ans il y a | 3 téléchargements |
A soumis
Variational Bayesian Inference for Gaussian Mixture Model
Variational Bayes method (mean field) for GMM can auto determine the number of components
plus de 8 ans il y a | 8 téléchargements |
![Thumbnail](/matlabcentral/mlc-downloads/downloads/submissions/35362/versions/2/screenshot.jpg)
A soumis
Information Theory Toolbox
Functions for Information theory, such as entropy, mutual information, KL divergence, etc
plus de 8 ans il y a | 16 téléchargements |