scikit-mobility / DeepLearning4HumanMobility
☆136Updated 2 years ago
Alternatives and similar repositories for DeepLearning4HumanMobility:
Users that are interested in DeepLearning4HumanMobility are comparing it to the libraries listed below
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆46Updated 3 years ago
- [SIGSPATIAL '22] Next location prediction considering travel mode☆17Updated last year
- ☆86Updated 2 years ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated last year
- A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination predic…☆34Updated 2 months ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆32Updated last year
- Map-Constrained Trajectory Recovery (KDD'21)☆55Updated 2 years ago
- Relevant research papers focusing on human mobility modeling and next place prediction☆28Updated 5 years ago
- The code and documentation for geo-contextual multitask embedding learner☆25Updated 3 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆133Updated last month
- LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection☆70Updated 5 months ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆242Updated last year
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆76Updated 10 months ago
- ☆44Updated 2 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆31Updated last year
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆115Updated 7 months ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆17Updated 4 months ago
- a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic informa…☆90Updated 3 years ago
- A Trajectory Preprocessing Toolkit in Python☆76Updated 4 years ago
- Conditional Adversarial Trajectory Synthesis☆23Updated last year
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆176Updated 10 months ago
- A collection of research on spatio-temporal data mining☆147Updated 3 weeks ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆34Updated 4 months ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆52Updated 2 years ago
- Deep Learning for Spatio-Temporal Data☆67Updated 8 years ago
- ☆28Updated 2 years ago
- Graph Convolutional Neural Networks with Data-driven Graph Filter (GCNN-DDGF)☆30Updated 4 years ago
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆22Updated last year
- [WWW 2018] DeepMove: Predicting Human Mobility with Attentional Recurrent Network☆151Updated 3 weeks ago
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆17Updated 10 months ago