tsinghua-fib-lab / DRL-urban-planningLinks
A deep reinforcement learning (DRL) based approach for spatial layout of land use and roads in urban communities. (Nature Computational Science)
☆250Updated 5 months ago
Alternatives and similar repositories for DRL-urban-planning
Users that are interested in DRL-urban-planning are comparing it to the libraries listed below
Sorting:
- 🚀 Road network simplification, batch conversion of OSM road multi-lines to single lines 🚀 Detection and export of dead-end roads 🚀 Par…☆51Updated 2 years ago
- ☆78Updated last year
- A deep reinforcement learning (DRL) based approach for slum upgrading. (KDD' 23)☆29Updated last year
- A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.☆146Updated 6 months ago
- An Awesome Collection of Urban Foundation Models (UFMs).☆175Updated 2 months ago
- Urban Cup 2023☆16Updated last year
- Data and codes for MetroGAN☆16Updated 6 months ago
- This package is a one-stop solution for downloading, cleaning, analyzing street view imagery☆110Updated 2 weeks ago
- A network-based python package to understand and model urban complexity☆150Updated last month
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆52Updated 3 weeks ago
- OD数据可视化工具☆56Updated last year
- ☆139Updated 3 years ago
- ☆13Updated last year
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆32Updated last year
- ☆34Updated last year
- ☆64Updated 7 months ago
- ☆14Updated 3 weeks ago
- implementation segmentation of urban areas using road network 自动生成自然街区(交通小区)☆51Updated 6 years ago
- The code and documentation for geo-contextual multitask embedding learner☆26Updated 4 years ago
- ☆22Updated last year
- ☆11Updated last year
- A game theory approach to measuring spatial effects from machine learning models.☆132Updated 3 weeks ago
- A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination predic…☆35Updated 6 months ago
- Parcel Generation with OSM Road Network☆13Updated last year
- Urban Spatial Data Analysis Method--Python Implementation /代码为caDesign(cadesign.cn)设计研究中“python知识系统部分”即"城市空间数据分析方法——PYTHON语言实现"。☆178Updated 2 years ago
- ☆22Updated 3 years ago
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆24Updated last year
- a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic informa…☆101Updated 3 years ago
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆100Updated last month
- Mapping city-wide perceptions of neighbourhood quality using street-view images: a methodological toolkit.☆18Updated 2 years ago