idea-iitd / NeuroMLRLinks
Robust & Reliable Route Recommendation on Road Networks
☆29Updated 4 years ago
Alternatives and similar repositories for NeuroMLR
Users that are interested in NeuroMLR are comparing it to the libraries listed below
Sorting:
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆37Updated last year
- [WWW 2018] DeepMove: Predicting Human Mobility with Attentional Recurrent Network☆155Updated last year
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆91Updated last year
- Map-Constrained Trajectory Recovery (KDD'21)☆61Updated 3 years ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated last year
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆50Updated 4 years ago
- Code for tasks on Cainiao-LaDe (Last-mile Delivery dataset).☆84Updated last month
- The datasets can be used for POI/next-POI recommendation, trajectory recommendation, friends recommendation (link prediction), activity r…☆53Updated 4 years ago
- Codes for a WWW'21 Paper. POI recommender system for location/trajectory prediction.☆190Updated 2 years ago
- This is for AAAI2020 submission #9808☆20Updated last year
- [ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)☆22Updated 4 years ago
- DeepGTT: Learning Travel Time Distributions with Deep Generative Model☆36Updated 6 years ago
- HetETA: Heterogeneous Information Network Embedding for Estimating Time of Arrival☆115Updated 5 years ago
- Summary of Spatio-Temporal Representation Learning Models.☆79Updated 3 years ago
- A collection of research on spatio-temporal data mining☆157Updated last year
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆39Updated 9 months ago
- Code for paper "GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation"☆87Updated 4 months ago
- A Trajectory Preprocessing Toolkit in Python☆90Updated 4 months ago
- [SIGSPATIAL 2023] Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation☆23Updated last year
- Paper Collection of Trajectory Data Mining (Trajectory Generation, Anomalous Trajectory Detection)☆17Updated 2 months ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆33Updated 2 years ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆25Updated 2 years ago
- A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination predic…☆36Updated last year
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆151Updated this week
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆50Updated 3 years ago
- Dynamic Switch-Attention Network☆20Updated 4 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆140Updated last year
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆20Updated last year
- source_code for TULVAE☆22Updated 7 years ago
- THAN: Multi-Modal Transportation Recommendation with Heterogeneous Graph Attention Networks☆14Updated last year