A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

Data Science in Manufacturing 製造資料科學

LaTeX for Visual Studio Code

Pytorch source code for arXiv paper Neural Network Renormalization Group, a generative model using variational renormalization group and normalizing flow.

Looking for renormalization in the operation of deep neural networks by training an autoencoder to detect phase transitions in the Ising model, and extracting evidence from layer activations.

Novel real space renormalization group approach for many-body localization criticality problems

Using simple TRG code to benchmark different tensor implements.

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MARS, Molecular Assembling and Representation Suite, is a program for general purpose computer aided molecular design. This program uses an integer arry data structure to store the information of a…