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gjian0115's Projects

anatomysketch-software icon anatomysketch-software

A medical image segmentation software supporting user interventions and user-defined funtion extention

cumf-final icon cumf-final

CUDA Non-negative Matrix Factorization (NMF) based on cuMF

dnmf icon dnmf

Discriminant Nonnegative Matrix Factorization

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

machine-learning-notes icon machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1500+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(1500+页)和视频链接

mlc_lsdr icon mlc_lsdr

implementation of several label space dimension reduction approaches for multi-label classification

mnist-classification icon mnist-classification

Pytorch、Scikit-learn实现多种分类方法,包括逻辑回归(Logistic Regression)、多层感知机(MLP)、支持向量机(SVM)、K近邻(KNN)、CNN、RNN,极简代码适合新手小白入门,附英文实验报告(ACM模板)

nmf icon nmf

Non-negative matrix factorization using MUR, ANLS, ADMM or AO-ADMM.

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