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YW's Projects

graph_learning icon graph_learning

Graph Learning from Data under Laplacian and Structural Constraints

gsp-pca icon gsp-pca

This R code implements the GSPPCA algorithm for high-dimensional unsupervised feature selection.

ho-ufldl-tutorial icon ho-ufldl-tutorial

This is my solution for Andrew Ng's UFLDL Tutorial. It is used as an reference for checking the correctness of your written code

hope icon hope

This is a sample implementation of "Asymmetric Transitivity Preserving Graph Embedding"(KDD 2016).

hosts icon hosts

:statue_of_liberty:最新可用的google hosts文件。镜像:

hsi_data_processing_toolbox_matlab icon hsi_data_processing_toolbox_matlab

A Repo collection of the algorithms described in the appendix of Chein-I Chang's book: Hyperspectral Data Processing: Algorithm Design and Analysis

htx icon htx

Diffusion Processes

ibp icon ibp

Indian Buffet Process; Variational Inference

icml15-mtl icon icml15-mtl

ICML15-Convex Learning of Multiple Tasks and their Structure.

image-inverse-problems-algorithms icon image-inverse-problems-algorithms

Collection of inverse problems in image processing via Alternating Direction Method (ADM), Alternating Minimization Method (AMA), Group Sparse signal denoising and Majorization-Minimization optimization based image/signal processing

image-segmentation icon image-segmentation

Image segmentation using Gausian Markov Random Fields, and probability Maximization using ICM

infigmm icon infigmm

Infinite Gaussian Mixture Model / Variational EM

inmf icon inmf

NMF with Iterative Restarts-3D

ionmf icon ionmf

Integrative orthogonal non-negative matrix factorization

ipalm icon ipalm

lightweight matlab and python code implementing inertial proximal alternating linearized minimization (iPALM)

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