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
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/tensor-book
张量计算系列教程 (Tensor Computations Tutorials)
xinychen/awesome-beamer
Creating presentation slides by using Beamer in LaTeX.
xinychen/tracebase
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/LCR
Laplacian convolutional representation for traffic time series imputation. (IEEE TKDE'24)
xinychen/visual-spatial-data
Visualizing spatial data with Python
xinychen/autoregressive-tensor
Low-rank autoregressive tensor completion for spatiotemporal traffic data imputation. (IEEE TITS'22)
xinychen/mob4cast
Multidimensional time series prediction with passenger/taxi flow data sets.
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/cycling
Understanding urban mobility patterns of cycling with bikeshare data.
xinychen/tensor-var
Kronecker product decomposition/approximation.
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.