a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic information"
☆116Dec 29, 2021Updated 4 years ago
Alternatives and similar repositories for DeepGravity
Users that are interested in DeepGravity are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆150May 4, 2022Updated 4 years ago
- scikit-mobility: mobility analysis in Python☆806May 25, 2024Updated 2 years ago
- Multiscale Dynamic Human Mobility Flow Data in the U.S. during the COVID-19 epidemic☆157Mar 10, 2023Updated 3 years ago
- ☆87Sep 17, 2021Updated 4 years ago
- A human mobility flow-augmented stochastic SEIR-style epidemic modeling framework is developed, which combines with data assimilation and…☆15Mar 10, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Systematic comparison of trip distribution laws and models☆11Sep 24, 2025Updated 11 months ago
- 🌇 Learning Mobility Flows from Urban Features with Spatial Interaction Models and Neural Networks☆20Apr 28, 2020Updated 6 years ago
- Code and data to reproduce the figures of "Effect of COVID-19 response policies on walking behavior in US cities"☆11Jun 3, 2021Updated 5 years ago
- Iterative heuristics for endogenous spatial regimes delineation (IJGIS 2023)☆13Dec 27, 2024Updated last year
- ☆10Feb 20, 2021Updated 5 years ago
- This is a list of useful information about urban mobility prediction. Related papers, datasets and codes are included.☆20Sep 18, 2022Updated 3 years ago
- ☆23May 21, 2023Updated 3 years ago
- Spatial regression graph convolutional neural networks: Spatial regression analysis conducted in the manner of graph convolutional neural…☆60Nov 1, 2022Updated 3 years ago
- Spatial Econometric Interaction Models in R.☆15Nov 8, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆42Mar 22, 2026Updated 5 months ago
- 车辆GPS轨迹切割☆15Sep 14, 2022Updated 3 years ago
- A deep reinforcement learning (DRL) based approach for spatial layout of land use and roads in urban communities. (Nature Computational S…☆307Jan 3, 2025Updated last year
- Spatially Clustered Regression☆11Aug 26, 2022Updated 4 years ago
- ☆12Feb 4, 2022Updated 4 years ago
- ☆16Mar 17, 2021Updated 5 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆32Jul 24, 2023Updated 3 years ago
- Data and codes for MetroGAN☆16Dec 23, 2024Updated last year
- ☆15Aug 5, 2025Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Collection of methods that compute emissions starting from mobility trajectories.☆23Jun 5, 2023Updated 3 years ago
- Simple and effective tools for the analysis of movement data☆29Mar 6, 2023Updated 3 years ago
- Friendly & Fast Input-Output Matrix Analysis in R, with computations written in Rust.☆16Updated this week
- LSTM Mobility Model implementation using Tensorflow☆21Apr 29, 2018Updated 8 years ago
- DITRAS (DIary-based TRAjectory Simulator), a mathematical model to simulate human mobility☆37Mar 10, 2020Updated 6 years ago
- Egocentric Temporal Motifs Miner☆13Nov 9, 2021Updated 4 years ago
- trackintel is a framework for spatio-temporal analysis of movement trajectory and mobility data.☆267May 25, 2026Updated 3 months ago
- Predicting COVID-19 pandemic by spatio-temporal graph neural networks https://arxiv.org/abs/2305.07731☆12Oct 27, 2023Updated 2 years ago
- Tutorial with reproducible example to estimate a travel time matrix using OpenTripPlanner and Python☆53Jan 19, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- flow map in r ggplot☆31Jan 22, 2024Updated 2 years ago
- ☆49Aug 2, 2022Updated 4 years ago
- Updates to the synthetic contact matrices☆41Sep 27, 2023Updated 2 years ago
- Python package to calculate 2SFCA and other measures of spatial accessibility☆51Aug 5, 2019Updated 7 years ago
- Transport Data Science, a post-graduate module at the University of Leeds' Institute for Transport Studies☆59Jun 8, 2026Updated 2 months ago
- Code for: The effect of human mobility and control measures on the COVID-19 epidemic in China☆22Dec 1, 2022Updated 3 years ago
- This repo hosts data and scripts to replicate Ratledge et al 2022 in Nature☆23Feb 23, 2023Updated 3 years ago