Alternatives and similar repositories for crowd_flow_prediction:

Users that are interested in crowd_flow_prediction are comparing it to the libraries listed below

• TrafficGCN / osmnx_adjacency_matrix_for_graph_convolutional_networks
  Creating an Adjacency Matrix Using the Dijkstra Algorithm for Graph Convolutional Networks GCNs
  ☆19Updated 10 months ago
• zhiyongc / Seattle-Loop-Data
  ☆86Updated 2 years ago
• tsinghua-fib-lab / OD_benckmark
  The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques
  ☆28Updated last year
• Logan-Lin / TALE
  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
• deepkashiwa20 / ODCRN
  [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19
  ☆31Updated last year
• DanieleGammelli / variational-poisson-rnn
  Official implementation of "Predictive and Prescriptive Performance of Bike-Sharing Demand Forecasts for Inventory Management"
  ☆19Updated 3 years ago
• mingqian000 / TrGNN
  Traffic Flow Prediction with Vehicle Trajectories
  ☆67Updated 3 years ago
• zealscott / ST2Vec
  Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.
  ☆49Updated 2 years ago
• zouguojian / Travel-time-prediction
  When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time
  ☆33Updated last year
• underdoc-wang / MPGCN
  [ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)
  ☆18Updated 3 years ago
• underdoc-wang / ST-MGCN
  [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)
  ☆89Updated 3 years ago
• scikit-mobility / DeepLearning4HumanMobility
  ☆135Updated 2 years ago
• deepkashiwa20 / DL-Traff-Grid
  [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)
  ☆52Updated 2 years ago
• aptx1231 / Awesome-Spatio-Temporal-Representation-Learning
  Summary of Spatio-Temporal Representation Learning Models.
  ☆71Updated 2 years ago
• HuHaonan-CHN / TrajGAT
  ☆22Updated 2 years ago
• panzheyi / MF-STN
  The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"
  ☆26Updated last year
• JiangLinLi / L2MM
  ☆11Updated 2 years ago
• swsamleo / MLSTGCN
  Graph Neural Network
  ☆75Updated 9 months ago
• JinleiZhangBJTU / Conv-GCN
  Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit
  ☆29Updated 4 years ago
• wumingyao / MADGCN
  ☆10Updated 3 years ago
• deepkashiwa20 / DeepCrowd
  [TKDE 2021 Paper] DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow Prediction
  ☆15Updated last year
• FIBLAB / DeepSTN
  [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis
  ☆66Updated 4 years ago
• Evens1sen / Deep-NYC-Taxi-Bike
  The repo for the ITSC 2022 paper "Forecasting Regional Multimodal Transportation Demand with Graph Neural Networks: An Open Dataset"
  ☆21Updated last year
• ZhuangDingyi / STZINB
  Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction
  ☆25Updated 3 years ago
• XingruiWang / Two-Stage-Gan-in-trajectory-generation
  A Two-Stage Gan architecture to generate trajectory conditioned on maps information.
  ☆40Updated 2 years ago
• urbanmobility / Awesome-Urban-Mobility-Prediction
  This is a list of useful information about urban mobility prediction. Related papers, datasets and codes are included.
  ☆21Updated 2 years ago
• mie-lab / location-mode-prediction
  [SIGSPATIAL '22] Next location prediction considering travel mode
  ☆17Updated last year
• skzhangPKU / GTA
  Multi-sensor traffic flow forecasting.
  ☆13Updated 2 years ago
• yangjm67 / TransPAI
  Transportation data online prediction
  ☆47Updated 3 years ago
• FIBLAB / MoveSim
  [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility
  ☆46Updated 3 years ago