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Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

Python 4,327 1,337 Updated May 23, 2024

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version

Python 633 161 Updated Jul 13, 2021

Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using historical data (timeseries).

TeX 288 46 Updated Nov 10, 2023

Jupyter notebooks for teaching/learning Python 3

HTML 6,547 1,778 Updated Jan 4, 2024