boathit / deepgtt
DeepGTT: Learning Travel Time Distributions with Deep Generative Model
☆36Updated 5 years ago
Alternatives and similar repositories for deepgtt:
Users that are interested in deepgtt are comparing it to the libraries listed below
- Identifying Human Mobility via Trajectory Embeddings(TUL)☆60Updated 4 years ago
- Implementation of "Multi-task Representation Learning for Travel Time Estimation"☆45Updated 6 years ago
- MetaST for WWW 2019☆51Updated 4 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆76Updated 9 months ago
- Codes for paper in KDD 2020 (AI for COVID-19): Learning to Simulate Human Mobility☆45Updated 3 years ago
- Taxi Origin-Destination Demand Prediction☆53Updated 4 years ago
- ☆141Updated 4 years ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆17Updated 3 months ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆34Updated 3 months ago
- Map-Constrained Trajectory Recovery (KDD'21)☆55Updated 2 years ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆32Updated last year
- Map matching for the cities in China☆10Updated 5 years ago
- This is for AAAI2020 submission #9808☆20Updated 2 months ago
- Code for tasks on Cainiao-LaDe (Last-mile Delivery dataset).☆48Updated 2 months ago
- source_code for TULVAE☆23Updated 6 years ago
- [ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)☆18Updated 3 years ago
- ☆30Updated 3 years ago
- Relevant research papers focusing on human mobility modeling and next place prediction☆28Updated 5 years ago
- Codes for WWW'18 Paper-DeepMove: Predicting Human Mobility with Attentional Recurrent Network☆149Updated 4 years ago
- 2019-2021 Trajectory Paper Collation☆18Updated 2 years ago
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- Travel Time Prediction Based on Tensor Decomposition and Graph Embedding☆25Updated 4 years ago
- DMVST-Net for AAAI 2018☆107Updated 3 years ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated last year
- Dynamic Switch-Attention Network☆21Updated 3 years ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆32Updated 4 years ago
- Codes for AAAI 2019 DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆66Updated 4 years ago
- A Trajectory Preprocessing Toolkit in Python☆75Updated 4 years ago
- Source Codes for KDD'19 Paper - DeepUrbanEvent: A System for Predicting Citywide Crowd Dynamics at Big Events☆16Updated 3 years ago
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆51Updated last year