xinychen Goto Github PK

academic-drawing

Providing codes (including Matlab and Python) for visualizing numerical experiment results.

autoregressive-tensor

Low-rank autoregressive tensor completion for spatiotemporal traffic data imputation. (IEEE TITS'22)

awesome-beamer

Creating presentation slides by using Beamer in LaTeX.

awesome-latex-drawing

Drawing Bayesian networks, graphical models, tensors, technical frameworks, and illustrations in LaTeX.

climate-tensor

Spatiotemporal climate variable data and their visualization.

conjugate-gradient

Some simple examples for showing how does conjugate gradient method work on the system of linear equations. Blog post: https://medium.com/p/7f16cbae18a3

cycling

Understanding urban mobility patterns of cycling with bikeshare data.

fluid-forecasting

Forecasting fluid dynamics with temporal matrix factorization in the presence of missing values.

fluid-inpainting

Inpainting Fluid Dynamics with Tensor Decomposition (NumPy). Blog post: https://medium.com/p/d84065fead4d

geotensor

Geometric low-rank tensor completion for color image inpainting.

latex-cookbook

LaTeX论文写作教程 (清华大学出版社)

mob4cast

Multidimensional time series prediction with passenger/taxi flow data sets.

newton-raphson

Some simple and intuitive examples for showing how does the Newton-Raphson algorithm work for finding the root of equations.

research.correction

Research correction.

tensor-book

张量计算系列教程 (Tensor Computations Tutorials)

tensor-learning

Python codes for low-rank tensor factorization, tensor completion, and tensor regression techniques.

tensor-var

Kronecker product decomposition/approximation.

tensor_completion

Low-rank tensor completion algorithm - HaLRTC.

tensorpi

Low-rank tensor learning with PyTorch.

tracebase

Nonstationary temporal matrix factorization for sparse traffic time series forecasting.

transdim

Machine learning for transportation data imputation and prediction.

vars

Discovering dynamic patterns from spatiotemporal data with time-varying low-rank autoregression. (IEEE TKDE'23)

visual-spatial-data

Visualizing spatial data with Python (Python空间数据可视化).

xinychen

xinychen.github.io

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