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Feeds
Submitted
Kmedoids
Very fast matlab implementation of kmedoids clustering algorithm
7 years ago | 7876 downloads |
Submitted
EM Algorithm for Gaussian Mixture Model (EM GMM)
EM algorithm for Gaussian mixture.
8 years ago | 47086 downloads |
Submitted
Kalman Filter and Linear Dynamic System
Kalman Filter and Linear Dynamic System for time series modeling
8 years ago | 1961 downloads |
Submitted
MLP Neural Network trained by backpropagation
Multilayer Perceptron (MLP) Neural Network (NN) for regression problem trained by backpropagation (backprop)
8 years ago | 4549 downloads |
Submitted
Pattern Recognition and Machine Learning Toolbox
Pattern Recognition and Machine Learning Toolbox
9 years ago | 17321 downloads |
Submitted
Hidden Markov Model Toolbox (HMM)
Hidden Markov Model Toolbox
10 years ago | 6384 downloads |
Submitted
Variational Bayesian Relevance Vector Machine for Sparse Coding
Variational Bayesian Relevance Vector Machine for Sparse Coding
10 years ago | 705 downloads |
Submitted
Variational Bayesian Linear Regression
Variational Bayesian Linear Regression
10 years ago | 777 downloads |
Submitted
Log Probability Density Function (PDF)
numerically stable pdf of popular distributions in log scale.
10 years ago | 487 downloads |
Submitted
Probabilistic Linear Regression
Probabilistic Linear Regression with automatic model selection
10 years ago | 644 downloads |
Submitted
Pairwise Distance Matrix
Compute pairwise square Euclidean or Mahalanobis distances between points sets (fully optimized!).
10 years ago | 4221 downloads |
Submitted
Dirichlet Process Gaussian Mixture Model
Dirichlet Process Gaussian Mixture Model aka Infinite GMM using Gibbs Sampling
10 years ago | 2341 downloads |
Submitted
Bayesian Compressive Sensing (sparse coding) and Relevance Vector Machine
Bayesian methods (RVM) for learning sparse representation
10 years ago | 2015 downloads |
Submitted
Probabilistic PCA and Factor Analysis
EM algorithm for fitting PCA and FA model. This is probabilistic treatment of dimensional reduction.
10 years ago | 902 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
10 years ago | 607 downloads |
Submitted
Gram-Schmidt orthogonalization
Gram-Schmidt orthogonalization
10 years ago | 4859 downloads |
Submitted
Naive Bayes Classifier
Naive Bayes Classifier working for both continue and discrete data
10 years ago | 1366 downloads |
Submitted
Logistic Regression for Classification
Logistic regression for both binary and multiclass classification
10 years ago | 3544 downloads |
Submitted
Normalized Mutual Information
Fully vectorized implementation NMI. NMI is often used for evaluating clustering results.
10 years ago | 7264 downloads |
Submitted
Variational Bayesian Inference for Gaussian Mixture Model
Variational Bayes method (mean field) for GMM can auto determine the number of components
10 years ago | 8161 downloads |
Submitted
Information Theory Toolbox
Functions for Information theory, such as entropy, mutual information, KL divergence, etc
10 years ago | 11755 downloads |
Solved
Remove all the consonants
Remove all the consonants in the given phrase. Example: Input s1 = 'Jack and Jill went up the hill'; Output s2 is 'a ...
14 years ago
Solved
radius of a spherical planet
you just measured its surface area, that is the input.
14 years ago
Solved
Sorted highest to lowest?
Return 1 if the input is sorted from highest to lowest, 0 if not. Example: 1:7 -> 0 [7 5 2] -> 1
14 years ago
Solved
Sort a list of complex numbers based on far they are from the origin.
Given a list of complex numbers z, return a list zSorted such that the numbers that are farthest from the origin (0+0i) appear f...
14 years ago
