Mo Chen

THU

Con actividad desde 2012

Followers: 3 Following: 0

Mensaje

Machine Learning researcher specialized in Bayesian inference and Deep Learning

Estadística

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Enviada

Kmedoids
Very fast matlab implementation of kmedoids clustering algorithm

casi 7 años hace | 3 descargas |

3.8 / 5

Enviada

EM Algorithm for Gaussian Mixture Model (EM GMM)
EM algorithm for Gaussian mixture.

alrededor de 7 años hace | 4 descargas |

4.7 / 5

Enviada

Kalman Filter and Linear Dynamic System
Kalman Filter and Linear Dynamic System for time series modeling

alrededor de 7 años hace | 4 descargas |

5.0 / 5

Enviada

MLP Neural Network trained by backpropagation
Multilayer Perceptron (MLP) Neural Network (NN) for regression problem trained by backpropagation (backprop)

alrededor de 7 años hace | 2 descargas |

4.9 / 5

Enviada

Pattern Recognition and Machine Learning Toolbox
Pattern Recognition and Machine Learning Toolbox

más de 8 años hace | 77 descargas |

4.7 / 5

Enviada

Kmeans Clustering
Super fast and terse kmeans clustering.

casi 9 años hace | 18 descargas |

4.3 / 5

Enviada

Kernel Kmeans
kernel kmeans algorithm

casi 9 años hace | 4 descargas |

3.9 / 5

Enviada

Hidden Markov Model Toolbox (HMM)
Hidden Markov Model Toolbox

más de 9 años hace | 5 descargas |

4.7 / 5

Enviada

Variational Bayesian Relevance Vector Machine for Sparse Coding
Variational Bayesian Relevance Vector Machine for Sparse Coding

casi 10 años hace | 2 descargas |

0.0 / 5

Enviada

Variational Bayesian Linear Regression
Variational Bayesian Linear Regression

casi 10 años hace | 2 descargas |

4.0 / 5

Enviada

Log Probability Density Function (PDF)
numerically stable pdf of popular distributions in log scale.

casi 10 años hace | 2 descargas |

0.0 / 5

Enviada

Probabilistic Linear Regression
Probabilistic Linear Regression with automatic model selection

casi 10 años hace | 1 descarga |

5.0 / 5

Enviada

Pairwise Distance Matrix
Compute pairwise square Euclidean or Mahalanobis distances between points sets (fully optimized!).

casi 10 años hace | 5 descargas |

3.9 / 5

Enviada

Dirichlet Process Gaussian Mixture Model
Dirichlet Process Gaussian Mixture Model aka Infinite GMM using Gibbs Sampling

casi 10 años hace | 2 descargas |

5.0 / 5

Enviada

Bayesian Compressive Sensing (sparse coding) and Relevance Vector Machine
Bayesian methods (RVM) for learning sparse representation

casi 10 años hace | 3 descargas |

4.8 / 5

Enviada

Probabilistic PCA and Factor Analysis
EM algorithm for fitting PCA and FA model. This is probabilistic treatment of dimensional reduction.

casi 10 años hace | 3 descargas |

0.0 / 5

Enviada

EM for Mixture of Bernoulli (Unsupervised Naive Bayes) for clustering binary data
EM for Mixture of Bernoulli (Unsupervised Naive Bayes) for clustering binary data

casi 10 años hace | 1 descarga |

5.0 / 5

Enviada

Gram-Schmidt orthogonalization
Gram-Schmidt orthogonalization

casi 10 años hace | 14 descargas |

5.0 / 5

Enviada

Adaboost
Adaboost for classification

casi 10 años hace | 4 descargas |

5.0 / 5

Enviada

Naive Bayes Classifier
Naive Bayes Classifier working for both continue and discrete data

casi 10 años hace | 3 descargas |

5.0 / 5

Enviada

Logistic Regression for Classification
Logistic regression for both binary and multiclass classification

casi 10 años hace | 4 descargas |

4.3 / 5

Enviada

Kernel Learning Toolbox
Machine Learning with kernels

casi 10 años hace | 1 descarga |

5.0 / 5

Enviada

Normalized Mutual Information
Fully vectorized implementation NMI. NMI is often used for evaluating clustering results.

casi 10 años hace | 2 descargas |

4.0 / 5

Enviada

Variational Bayesian Inference for Gaussian Mixture Model
Variational Bayes method (mean field) for GMM can auto determine the number of components

casi 10 años hace | 3 descargas |

4.1 / 5

Enviada

Information Theory Toolbox
Functions for Information theory, such as entropy, mutual information, KL divergence, etc

casi 10 años hace | 6 descargas |

3.3 / 5

Resuelto

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 ...

casi 14 años hace

Resuelto

radius of a spherical planet
you just measured its surface area, that is the input.

casi 14 años hace

Resuelto

inner product of two vectors
inner product of two vectors

casi 14 años hace

Resuelto

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

casi 14 años hace

Resuelto

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...

casi 14 años hace

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