RiccardoSpolaor / Verbal-Explanations-of-Spatio-Temporal-Graph-Neural-Networks-for-Traffic-ForecastingView on GitHub
An eXplainable AI system to elucidate short-term speed forecasts in traffic networks obtained by Spatio-Temporal Graph Neural Networks.
☆24Feb 23, 2024Updated 2 years ago
Alternatives and similar repositories for Verbal-Explanations-of-Spatio-Temporal-Graph-Neural-Networks-for-Traffic-Forecasting
Users that are interested in Verbal-Explanations-of-Spatio-Temporal-Graph-Neural-Networks-for-Traffic-Forecasting are comparing it to the libraries listed below
Sorting:
- Resilient Infrastructure Simulation Environment☆29Aug 5, 2021Updated 4 years ago
- Traffic prediction with graph neural network using PyTorch Geometric. The implementation uses the MetaLayer class to build the GNN which …☆31Feb 2, 2024Updated 2 years ago
- Using to predict the highway traffic speed☆35Feb 4, 2026Updated last month
- Efficient and Modular ML on Temporal Graphs☆93Updated this week
- Code for an optimal velocity model (OVM) and a multiple car following (MCF) model☆11Sep 14, 2018Updated 7 years ago
- ☆11May 9, 2024Updated last year
- ☆10Aug 11, 2019Updated 6 years ago
- a project of resilience assessment for a bus-rail transit network☆12Jul 4, 2023Updated 2 years ago
- In this work, we examine the resilience of two complex network types (Erdos Renyi, and Power-Law/Scale-free) to potential delivered attac…☆13Oct 7, 2021Updated 4 years ago
- ☆12May 16, 2023Updated 2 years ago
- Model of a PEM electrolyzer to be used in MPC☆13Sep 3, 2021Updated 4 years ago
- Toolbox for "A Solution Method for Continuous-Time General Equilibrium Models"☆10Sep 20, 2021Updated 4 years ago
- Sample Codes for the Course "Computations and Quantitative Models in Macro" by Alex Monge at the EUI, Florence☆11Nov 9, 2022Updated 3 years ago
- This is the data of two integrated energy systems.☆10Dec 31, 2020Updated 5 years ago
- Code for "A General Endogenous Grid Method for Multi-Dimensional Models with Non-Convexities and Constraints"☆11Jan 23, 2020Updated 6 years ago
- Code for replicating results: Two-Timescale Stochastic Dispatch of Smart Distribution Grids☆12Jun 23, 2021Updated 4 years ago
- Code of the project Calculation of Distribution Factors - PTDF and LODF which are used to approximately determine the impact of generatio…☆14Jan 15, 2017Updated 9 years ago
- Here, we present demos to analyze probabilistic power flow problems☆11Mar 2, 2018Updated 8 years ago
- This is the numerical approach proposed in the paper "Optimal Incentives to Mitigate Epidemics: A Stackelberg Mean Field Game Approach" b…☆12Nov 22, 2021Updated 4 years ago
- Code for "New Pricing Models, Same Old Phillips Curves?" (Auclert, Rigato, Rognlie, Straub 2023)☆11Mar 24, 2023Updated 2 years ago
- ☆11Jan 28, 2023Updated 3 years ago
- Quarto Templates for Applied Economic Research Projects☆16Sep 19, 2025Updated 5 months ago
- 仿高德地铁线路图SDK☆12Jun 15, 2021Updated 4 years ago
- Solution of Dynamic Incomplete Information Models☆11Apr 19, 2024Updated last year
- Simulation of utility tokens for trading renewable energy in urban slum communities. Agent-based model (ABM)☆12Sep 22, 2018Updated 7 years ago
- Official code for "Traffic Speed Imputation with Spatio-Temporal Attentions and Cycle-Perceptual Training" (CIKM'22).☆13Mar 8, 2024Updated 2 years ago
- This repository presents a series of analysis on the performance of Physics-Informed Neural Networks in vibrational systems. The limitati…☆13Apr 15, 2023Updated 2 years ago
- [CIKM'2023] "STExplainer: Explainable Spatio-Temporal Graph Neural Networks"☆61Jun 17, 2024Updated last year
- Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).☆41Sep 4, 2022Updated 3 years ago
- Repository for introductory training materials for overlapping generations modeling☆13Oct 30, 2024Updated last year
- Code for replication of working paper version of The Art of Temporal Approximation☆13May 8, 2024Updated last year
- Replication materials for Kaplan, Mitman and Violante (2020): "The Housing Boom and Bust: Model Meets Evidence" published in the Journal …☆12Sep 20, 2020Updated 5 years ago
- The code of paper "Nonlinear Hybrid Planning with Deep Net Learned Transition Models and Mixed-Integer Linear Programming." published on …☆10Apr 27, 2018Updated 7 years ago
- Method of Simulated Moments☆12Feb 23, 2022Updated 4 years ago
- A solver for Linear Rational Expectation Models☆11Apr 30, 2024Updated last year
- ☆13Dec 6, 2021Updated 4 years ago
- Repository for tutorial on Neural ODEs prepared for the UCL AI Society☆13Mar 7, 2021Updated 5 years ago
- ☆12Mar 12, 2019Updated 6 years ago
- The code of the paper: M. Karami, “HiGen: Hierarchical Graph Generative Networks”, arXiv preprint arxiv:2305.19337☆10Apr 9, 2024Updated last year