xinychen/LCRJupyter Notebook
Laplacian convolutional representation for traffic time series imputation. (IEEE TKDE'24)
(24 stars) (3 forks) (0 indexed issues) (0 open good first issues)
Repositories
xinychen repositories
Some simple and intuitive examples for showing how does the Newton-Raphson algorithm work for finding the root of equations.
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xinychen/Tensor4MLJupyter Notebook
Tensor decomposition for machine learning (w/ Python implementation)
(228 stars) (54 forks) (0 indexed issues) (0 open good first issues)
xinychen/TensorPiPython
Low-rank tensor learning with PyTorch.
(3 stars) (0 forks) (0 indexed issues) (0 open good first issues)
Providing codes (including Matlab and Python) for visualizing numerical experiment results.
(223 stars) (40 forks) (0 indexed issues) (0 open good first issues)
xinychen/autoregressive-tensorJupyter Notebook
Low-rank autoregressive tensor completion for spatiotemporal traffic data imputation. (IEEE TITS'22)
(14 stars) (2 forks) (0 indexed issues) (0 open good first issues)
Creating presentation slides by using Beamer in LaTeX.
(122 stars) (25 forks) (0 indexed issues) (0 open good first issues)
Drawing Bayesian networks, graphical models, tensors, technical frameworks, and illustrations in LaTeX.
(2,014 stars) (188 forks) (0 indexed issues) (0 open good first issues)
Spatiotemporal climate variable data and their visualization.
(6 stars) (0 forks) (0 indexed issues) (0 open good first issues)
Some simple examples for showing how does conjugate gradient method work on the system of linear equations. Blog post: https://medium.com/p/7f16cbae18a3
(4 stars) (2 forks) (0 indexed issues) (0 open good first issues)
xinychen/cyclingPython
Understanding urban mobility patterns of cycling with bikeshare data.
(1 star) (1 fork) (0 indexed issues) (0 open good first issues)
xinychen/dynamic-tensorsJupyter Notebook
Dynamic autoregressive tensor factorization for pattern discovery of spatiotemporal systems
(2 stars) (0 forks) (0 indexed issues) (0 open good first issues)
Forecasting fluid dynamics with temporal matrix factorization in the presence of missing values.
(2 stars) (0 forks) (0 indexed issues) (0 open good first issues)
Inpainting Fluid Dynamics with Tensor Decomposition (NumPy). Blog post: https://medium.com/p/d84065fead4d
(14 stars) (1 fork) (0 indexed issues) (0 open good first issues)
xinychen/geotensorJupyter Notebook
Geometric low-rank tensor completion for color image inpainting.
(45 stars) (14 forks) (0 indexed issues) (0 open good first issues)
xinychen/integersJupyter Notebook
Interpretable time series autoregression for periodicity quantification
(58 stars) (6 forks) (0 indexed issues) (0 open good first issues)
xinychen/latex-cookbookJupyter Notebook
LaTeX论文写作教程 (清华大学出版社)
(1,499 stars) (155 forks) (0 indexed issues) (0 open good first issues)
xinychen/mob4castJupyter Notebook
Multidimensional time series prediction with passenger/taxi flow data sets.
(8 stars) (2 forks) (0 indexed issues) (0 open good first issues)
Course: Applied Numerical Computing
(5 stars) (0 forks) (0 indexed issues) (0 open good first issues)
Research correction.
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