Pinned Repositories
academic-drawing
Providing codes (including Matlab and Python) for visualizing numerical experiment results.
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.
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)
tensor-book
张量计算系列教程 (Tensor Computations Tutorials)
Tensor4ML
Tensor decomposition for machine learning (w/ Python implementation)
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'24)
xinychen's Repositories
xinychen/latex-cookbook
LaTeX论文写作教程 (清华大学出版社)
xinychen/awesome-latex-drawing
Drawing Bayesian networks, graphical models, tensors, technical frameworks, and illustrations in LaTeX.
xinychen/transdim
Machine learning for transportation data imputation and prediction.
xinychen/Tensor4ML
Tensor decomposition for machine learning (w/ Python implementation)
xinychen/academic-drawing
Providing codes (including Matlab and Python) for visualizing numerical experiment results.
xinychen/awesome-beamer
Creating presentation slides by using Beamer in LaTeX.
xinychen/tensor-book
张量计算系列教程 (Tensor Computations Tutorials)
xinychen/tracebase
Nonstationary temporal matrix factorization for sparse traffic time series forecasting.
xinychen/geotensor
Geometric low-rank tensor completion for color image inpainting.
xinychen/vars
Discovering dynamic patterns from spatiotemporal data with time-varying low-rank autoregression. (IEEE TKDE'24)
xinychen/fluid-inpainting
Inpainting Fluid Dynamics with Tensor Decomposition (NumPy). Blog post: https://medium.com/p/d84065fead4d
xinychen/visual-spatial-data
Visualizing spatial data with Python
xinychen/mob4cast
Multidimensional time series prediction with passenger/taxi flow data sets.
xinychen/autoregressive-tensor
Low-rank autoregressive tensor completion for spatiotemporal traffic data imputation. (IEEE TITS'22)
xinychen/LCR
Laplacian convolutional representation for traffic time series imputation. (IEEE TKDE'24)
xinychen/climate-tensor
Spatiotemporal climate variable data and their visualization.
xinychen/tensor_completion
Low-rank tensor completion algorithm - HaLRTC.
xinychen/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
xinychen/xinychen.github.io
Personal website
xinychen/TensorPi
Low-rank tensor learning with PyTorch.
xinychen/xinychen
xinychen/fluid-forecasting
Forecasting fluid dynamics with temporal matrix factorization in the presence of missing values.
xinychen/tensor-var
Kronecker product decomposition/approximation.
xinychen/cycling
Understanding urban mobility patterns of cycling with bikeshare data.
xinychen/Newton-Raphson
Some simple and intuitive examples for showing how does the Newton-Raphson algorithm work for finding the root of equations.
xinychen/research.correction
Research correction.