photo

Mo Chen


THU

Aktiv seit 2012

Followers: 3   Following: 0

Nachricht

Machine Learning researcher specialized in Bayesian inference and Deep Learning

Statistik

All
  • Personal Best Downloads Level 5
  • First Review
  • 5-Star Galaxy Level 5
  • GitHub Submissions Level 1
  • First Submission
  • Solver

Abzeichen anzeigen

Feeds

Anzeigen nach

Gesendet


Kmedoids
Very fast matlab implementation of kmedoids clustering algorithm

etwa 6 Jahre vor | 1 Download |

Thumbnail

Gesendet


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

etwa 6 Jahre vor | 13 Downloads |

Thumbnail

Gesendet


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

etwa 6 Jahre vor | 5 Downloads |

Thumbnail

Gesendet


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

etwa 6 Jahre vor | 10 Downloads |

Thumbnail

Gesendet


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

mehr als 7 Jahre vor | 61 Downloads |

Thumbnail

Gesendet


Kmeans Clustering
Super fast and terse kmeans clustering.

fast 8 Jahre vor | 33 Downloads |

Thumbnail

Gesendet


Kernel Kmeans
kernel kmeans algorithm

fast 8 Jahre vor | 2 Downloads |

Thumbnail

Gesendet


Hidden Markov Model Toolbox (HMM)
Hidden Markov Model Toolbox

mehr als 8 Jahre vor | 14 Downloads |

Gesendet


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

fast 9 Jahre vor | 1 Download |

Gesendet


Variational Bayesian Linear Regression
Variational Bayesian Linear Regression

fast 9 Jahre vor | 1 Download |

Gesendet


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

fast 9 Jahre vor | 1 Download |

Gesendet


Probabilistic Linear Regression
Probabilistic Linear Regression with automatic model selection

fast 9 Jahre vor | 1 Download |

Thumbnail

Gesendet


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

fast 9 Jahre vor | 3 Downloads |

Gesendet


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

fast 9 Jahre vor | 6 Downloads |

Gesendet


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

fast 9 Jahre vor | 4 Downloads |

Thumbnail

Gesendet


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

fast 9 Jahre vor | 1 Download |

Gesendet


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

fast 9 Jahre vor | 1 Download |

Gesendet


Gram-Schmidt orthogonalization
Gram-Schmidt orthogonalization

fast 9 Jahre vor | 23 Downloads |

Gesendet


Adaboost
Adaboost for classification

fast 9 Jahre vor | 3 Downloads |

Gesendet


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

fast 9 Jahre vor | 5 Downloads |

Gesendet


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

fast 9 Jahre vor | 1 Download |

Gesendet


Kernel Learning Toolbox
Machine Learning with kernels

fast 9 Jahre vor | 1 Download |

Gesendet


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

fast 9 Jahre vor | 10 Downloads |

Gesendet


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

fast 9 Jahre vor | 8 Downloads |

Thumbnail

Gesendet


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

fast 9 Jahre vor | 19 Downloads |