Xinyu Chen (陈新宇) – Medium

Xinyu Chen (陈新宇)

Xinyu Chen (陈新宇)

Clifford Product

In Grassmann algebra, the inner product between two vectors

Jun 6

Clifford Product

Jun 6

Xinyu Chen (陈新宇)

Definition, Properties, and Derivatives of Matrix Traces

A Brief Tutorial and Introduction to Matrix Traces

Mar 30

Definition, Properties, and Derivatives of Matrix Traces

Mar 30

Xinyu Chen (陈新宇)

Matrix Autoregressive Model for Multidimensional Time Series Forecasting

A Simple Python Implementation with Numpy

Mar 10

Matrix Autoregressive Model for Multidimensional Time Series Forecasting

Mar 10

Xinyu Chen (陈新宇)

Dynamic Mode Decomposition for Multivariate Time Series Forecasting

A Python Implementation of DMD forecasting using Numpy

Mar 9

Dynamic Mode Decomposition for Multivariate Time Series Forecasting

Mar 9

Xinyu Chen (陈新宇)

Analyzing Millions of Taxi Trips in the City of Chicago

The City of Chicago’s open data portal provides a large amount of human mobility data, including taxi trips, TNP rideshare trips, Divvy…

Jan 14

Analyzing Millions of Taxi Trips in the City of Chicago

Jan 14

Xinyu Chen (陈新宇)

Visualizing Global Water Vapor Patterns in Python

Exploring Water Vapor Patterns Across Time with High-Resolution Monthly Aggregated Datasets

Aug 19, 2023

Visualizing Global Water Vapor Patterns in Python

Aug 19, 2023

Xinyu Chen (陈新宇)

An Introduction to Laplacian Convolutional Representation

Circulant Matrix Nuclear Norm Minimization Plus Local Time Series Trend Modeling

Jul 22, 2023

An Introduction to Laplacian Convolutional Representation

Jul 22, 2023

Xinyu Chen (陈新宇)

Derivatives with Circular Convolution in Machine Learning

The Relationships Between Circular Convolution and Circulant Matrix

Jun 24, 2023

Derivatives with Circular Convolution in Machine Learning

Jun 24, 2023

Xinyu Chen (陈新宇)

Kronecker Product: A Tutorial

Kronecker product is an operation in matrix and tensor computations, playing an important role in many machine learning models. Today, we…

Jun 13, 2023

Kronecker Product: A Tutorial

Jun 13, 2023

Xinyu Chen (陈新宇)

Time-Varying Autoregression with Tensor Factorization

Applications To Spatiotemporal Data Pattern Discovery

Jun 13, 2023

Time-Varying Autoregression with Tensor Factorization

Jun 13, 2023

Xinyu Chen (陈新宇)

Xinyu Chen (陈新宇)

PhD at University of Montreal. My interests are Machine Learning, Spatiotemporal Data Modeling & Intelligent Transportation. https://xinychen.github.io

Following

Help
Status
About
Careers
Press
Blog
Privacy
Terms
Text to speech
Teams