Mo Chen

THU

Active since 2012

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Machine Learning researcher specialized in Bayesian inference and Deep Learning

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Submitted

Kmedoids
Very fast matlab implementation of kmedoids clustering algorithm

4 years ago | 6 downloads |

Submitted

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

4 years ago | 55 downloads |

Submitted

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

4 years ago | 6 downloads |

Submitted

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

4 years ago | 14 downloads |

Submitted

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

5 years ago | 326 downloads |

Submitted

Kmeans Clustering
Super fast and terse kmeans clustering.

5 years ago | 106 downloads |

Submitted

Kernel Kmeans
kernel kmeans algorithm

5 years ago | 8 downloads |

Submitted

Hidden Markov Model Toolbox (HMM)
Hidden Markov Model Toolbox

6 years ago | 36 downloads |

Submitted

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

6 years ago | 8 downloads |

Submitted

Variational Bayesian Linear Regression
Variational Bayesian Linear Regression

6 years ago | 6 downloads |

Submitted

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

6 years ago | 5 downloads |

Submitted

Probabilistic Linear Regression
Probabilistic Linear Regression with automatic model selection

6 years ago | 3 downloads |

Submitted

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

6 years ago | 3 downloads |

Submitted

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

6 years ago | 16 downloads |

Submitted

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

6 years ago | 15 downloads |

Submitted

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

6 years ago | 4 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

6 years ago | 4 downloads |

Submitted

Gram-Schmidt orthogonalization
Gram-Schmidt orthogonalization

6 years ago | 95 downloads |

Submitted

Adaboost
Adaboost for classification

6 years ago | 7 downloads |

Submitted

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

6 years ago | 10 downloads |

Submitted

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

6 years ago | 5 downloads |

Submitted

Kernel Learning Toolbox
Machine Learning with kernels

6 years ago | 5 downloads |

Submitted

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

6 years ago | 6 downloads |

Submitted

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

6 years ago | 15 downloads |

Submitted

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

6 years ago | 33 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 ...

11 years ago

Solved

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

11 years ago

Solved

inner product of two vectors
inner product of two vectors

11 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

11 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...

11 years ago