xinychen/LCRJupyter Notebook
Laplacian convolutional representation for traffic time series imputation. (IEEE TKDE'24)
(24 Stars) (3 Forks) (0 indexierte Issues) (0 offene 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.
(0 Stars) (0 Forks) (0 indexierte Issues) (0 offene good first issues)
xinychen/Tensor4MLJupyter Notebook
Tensor decomposition for machine learning (w/ Python implementation)
(228 Stars) (54 Forks) (0 indexierte Issues) (0 offene good first issues)
xinychen/TensorPiPython
Low-rank tensor learning with PyTorch.
(3 Stars) (0 Forks) (0 indexierte Issues) (0 offene good first issues)
Providing codes (including Matlab and Python) for visualizing numerical experiment results.
(223 Stars) (40 Forks) (0 indexierte Issues) (0 offene 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 indexierte Issues) (0 offene good first issues)
Creating presentation slides by using Beamer in LaTeX.
(122 Stars) (25 Forks) (0 indexierte Issues) (0 offene good first issues)
Drawing Bayesian networks, graphical models, tensors, technical frameworks, and illustrations in LaTeX.
(2.014 Stars) (188 Forks) (0 indexierte Issues) (0 offene good first issues)
Spatiotemporal climate variable data and their visualization.
(6 Stars) (0 Forks) (0 indexierte Issues) (0 offene 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 indexierte Issues) (0 offene good first issues)
xinychen/cyclingPython
Understanding urban mobility patterns of cycling with bikeshare data.
(1 Star) (1 Fork) (0 indexierte Issues) (0 offene good first issues)
xinychen/dynamic-tensorsJupyter Notebook
Dynamic autoregressive tensor factorization for pattern discovery of spatiotemporal systems
(2 Stars) (0 Forks) (0 indexierte Issues) (0 offene good first issues)
Forecasting fluid dynamics with temporal matrix factorization in the presence of missing values.
(2 Stars) (0 Forks) (0 indexierte Issues) (0 offene good first issues)
Inpainting Fluid Dynamics with Tensor Decomposition (NumPy). Blog post: https://medium.com/p/d84065fead4d
(14 Stars) (1 Fork) (0 indexierte Issues) (0 offene good first issues)
xinychen/geotensorJupyter Notebook
Geometric low-rank tensor completion for color image inpainting.
(45 Stars) (14 Forks) (0 indexierte Issues) (0 offene good first issues)
xinychen/integersJupyter Notebook
Interpretable time series autoregression for periodicity quantification
(58 Stars) (6 Forks) (0 indexierte Issues) (0 offene 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 indexierte Issues) (0 offene good first issues)
xinychen/mob4castJupyter Notebook
Multidimensional time series prediction with passenger/taxi flow data sets.
(8 Stars) (2 Forks) (0 indexierte Issues) (0 offene good first issues)
Course: Applied Numerical Computing
(5 Stars) (0 Forks) (0 indexierte Issues) (0 offene good first issues)
Research correction.
(0 Stars) (0 Forks) (0 indexierte Issues) (0 offene good first issues)