👋 I'm Xinyu Chen, PhD at University of Montreal in Canada.
- 🌱 A strong advocate of open-source & reproducible research.
- 🤔 Besides coding, I enjoy reading & traveling.
- 💬 Create new ideas about spatiotemporal data.
- 📫 How to reach me: [email protected]
Name: Xinyu Chen
Type: User
Company: PolyMtl, UMontreal
Location: Montreal, Canada
👋 I'm Xinyu Chen, PhD at University of Montreal in Canada.
Providing codes (including Matlab and Python) for visualizing numerical experiment results.
Low-rank autoregressive tensor completion for spatiotemporal traffic data imputation. (IEEE TITS'22)
Creating presentation slides by using Beamer in LaTeX.
Drawing Bayesian networks, graphical models, tensors, technical frameworks, and illustrations in LaTeX.
Spatiotemporal climate variable data and their visualization.
Some simple examples for showing how does conjugate gradient method work on the system of linear equations. Blog post: https://medium.com/p/7f16cbae18a3
Understanding urban mobility patterns of cycling with bikeshare data.
Forecasting fluid dynamics with temporal matrix factorization in the presence of missing values.
Inpainting Fluid Dynamics with Tensor Decomposition (NumPy). Blog post: https://medium.com/p/d84065fead4d
Geometric low-rank tensor completion for color image inpainting.
LaTeX论文写作教程 (清华大学出版社)
Multidimensional time series prediction with passenger/taxi flow data sets.
Some simple and intuitive examples for showing how does the Newton-Raphson algorithm work for finding the root of equations.
Research correction.
张量计算系列教程 (Tensor Computations Tutorials)
Python codes for low-rank tensor factorization, tensor completion, and tensor regression techniques.
Kronecker product decomposition/approximation.
Low-rank tensor completion algorithm - HaLRTC.
Low-rank tensor learning with PyTorch.
Nonstationary temporal matrix factorization for sparse traffic time series forecasting.
Machine learning for transportation data imputation and prediction.
Discovering dynamic patterns from spatiotemporal data with time-varying low-rank autoregression. (IEEE TKDE'23)
Visualizing spatial data with Python (Python空间数据可视化).
Personal website
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.