xinychen/tracebase xinychen/tracebase

  • Stars
    star
    46
  • Rank 613,923 (Top 13 %)
  • Language
    Jupyter Notebook
  • License
    MIT License
  • Created almost 4 years ago
  • Updated 3 months ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
xinychen/tracebase
github

xinychen

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Nonstationary temporal matrix factorization for sparse traffic time series forecasting.

More Repositories

1

latex-cookbook

LaTeX论文写作教程 (清华大学出版社)
Jupyter Notebook
1,343
star
2

awesome-latex-drawing

Drawing Bayesian networks, graphical models, tensors, technical frameworks, and illustrations in LaTeX.
TeX
1,285
star
3

transdim

Machine learning for transportation data imputation and prediction.
Jupyter Notebook
1,196
star
4

Tensor4ML

Tensor decomposition for machine learning (w/ Python implementation)
Jupyter Notebook
203
star
5

academic-drawing

Providing codes (including Matlab and Python) for visualizing numerical experiment results.
MATLAB
198
star
6

awesome-beamer

Creating presentation slides by using Beamer in LaTeX.
TeX
97
star
7

tensor-book

张量计算系列教程 (Tensor Computations Tutorials)
92
star
8

geotensor

Geometric low-rank tensor completion for color image inpainting.
Jupyter Notebook
41
star
9

vars

Discovering dynamic patterns from spatiotemporal data with time-varying low-rank autoregression. (IEEE TKDE'24)
Jupyter Notebook
17
star
10

fluid-inpainting

Inpainting Fluid Dynamics with Tensor Decomposition (NumPy). Blog post: https://medium.com/p/d84065fead4d
13
star
11

visual-spatial-data

Visualizing spatial data with Python
Jupyter Notebook
8
star
12

mob4cast

Multidimensional time series prediction with passenger/taxi flow data sets.
Jupyter Notebook
7
star
13

LCR

Laplacian convolutional representation for traffic time series imputation. (IEEE TKDE'24)
Jupyter Notebook
6
star
14

autoregressive-tensor

Low-rank autoregressive tensor completion for spatiotemporal traffic data imputation. (IEEE TITS'22)
Jupyter Notebook
6
star
15

tensor_completion

Low-rank tensor completion algorithm - HaLRTC.
Julia
5
star
16

climate-tensor

Spatiotemporal climate variable data and their visualization.
5
star
17

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
TeX
4
star
18

TensorPi

Low-rank tensor learning with PyTorch.
Python
3
star
19

xinychen

3
star
20

fluid-forecasting

Forecasting fluid dynamics with temporal matrix factorization in the presence of missing values.
2
star
21

DMD-py-notebooks

Jupyter Python notebook examples for using dynamic mode decomposition models.
1
star
22

tensor-var

Kronecker product decomposition/approximation.
1
star