Alternatives and similar repositories for MSTFormer

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

• An-Yuhang-ace / VesselTrajectoryPrediction
  lstm-rnn, seq2seq model and attention-seq2seq model for vessel trajectory prediction.
  ☆106Updated 4 years ago
• whubaichuan / Vessel_Trajectory_Prediction
  ☆31Updated 4 years ago
• An-Yuhang-ace / MultiShipPrediction
  PyTorch implementation for Social-LSTM, which is built to predict multi-vessel trajectories.
  ☆60Updated 3 years ago
• RobJur / rnn-vessels-trajectory-prediction
  RNN Application of Coordinate Systems for Vesssel Trajectory prediction
  ☆14Updated 8 months ago
• Raindrops69Whee / AIS-Vessel-Trajectory-Prediction
  ☆12Updated 2 years ago
• axyqdm / Ship-trajectory-data-preprocessing-and-analysis
  软件研23-1+敖衔洋+472321723 本项目对 AIS 数据进行预处理及分析
  ☆26Updated 11 months ago
• Salyoneyu / LSTM_trajectory-prediction
  时空数据的轨迹预测
  ☆48Updated 3 years ago
• gotu0000 / Apollo
  Codebase for vessel trajectory prediction using historical AIS data
  ☆17Updated 3 years ago
• nikpau / pytsa
  PyTSA: Python Trajectory Splitting and Assessment Agent. Vessel monitoring and trajectory extraction framework for AIS records.
  ☆12Updated 3 months ago
• Echo-Ji / ST-SSL
  ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction
  ☆179Updated 5 months ago
• mingqian000 / TrGNN
  Traffic Flow Prediction with Vehicle Trajectories
  ☆69Updated 4 years ago
• andimultazam / vessel-trajectory-prediction
  ☆35Updated 4 years ago
• shenjipo / Wang_Graduate
  trajectory recovery; trajectory anomaly detection; 轨迹修复; 轨迹异常检测
  ☆21Updated 2 years ago
• WenMellors / TS-TrajGen
  Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.
  ☆43Updated 2 years ago
• NickHan-cs / Spatio-Temporal-Data-Mining-Survey
  Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.
  ☆128Updated 11 months ago
• LeronQ / STGCN-Pytorch
  Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…
  ☆143Updated 4 years ago
• CIA-Oceanix / TrAISformer
  Pytorch implementation of TrAISformer---A generative transformer for AIS trajectory prediction (https://arxiv.org/abs/2109.03958).
  ☆143Updated last year
• sansastra / uncertainty_edl_graph
  Anomaly detection in maritime navigation with evidential deep learning based on graph-based clustering
  ☆21Updated 3 years ago
• GeoX-Lab / LSTTN
  ☆45Updated 11 months ago
• BITcsy / AISTransformer
  利用transformer进行船舶轨迹预测。
  ☆38Updated 2 years ago
• SYLan2019 / DSTAGNN
  DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.
  ☆169Updated 2 years ago
• zouguojian / Traffic-flow-prediction
  This work considers combine multi-tricks with highway network to achieve traffic flow prediction accurately.
  ☆26Updated last month
• xumingxingsjtu / STTN
  The official code for "Spatial temporal transformer networks for traffic flow forecasting"
  ☆99Updated 3 years ago
• trainingl / STG4Traffic
  Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.
  ☆69Updated 10 months ago
• lonicera-yx / MGT
  ☆38Updated 3 years ago
• R0oup1iao / Traffic-Transformer
  This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at
  ☆25Updated 2 years ago
• wubin5 / STTN
  paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>
  ☆166Updated 4 years ago
• BUAABIGSCity / PDFormer
  [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.
  ☆245Updated last year
• cxl-ustb / AISTransforemr
  利用transformer进行船舶轨迹预测。
  ☆60Updated 2 years ago
• wanhuaiyu / STSGCN
  AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting
  ☆50Updated 2 years ago