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