Alternatives and similar repositories for Ship-trajectory-data-preprocessing-and-analysis

Users that are interested in Ship-trajectory-data-preprocessing-and-analysis are comparing it to the libraries listed below

• An-Yuhang-ace / VesselTrajectoryPrediction
  lstm-rnn, seq2seq model and attention-seq2seq model for vessel trajectory prediction.
  ☆107Updated 4 years ago
• whubaichuan / Vessel_Trajectory_Prediction
  ☆32Updated 4 years ago
• Raindrops69Whee / AIS-Vessel-Trajectory-Prediction
  ☆12Updated 2 years ago
• An-Yuhang-ace / MultiShipPrediction
  PyTorch implementation for Social-LSTM, which is built to predict multi-vessel trajectories.
  ☆62Updated 3 years ago
• CHDers / GCN-Time-Series-Prediction-Based-on-Taxi-Trajectory-Data-in-Shenzhen-City
  使用深圳市的出租车轨迹数据实现GCN时间序列预测
  ☆9Updated last year
• CIA-Oceanix / TrAISformer
  Pytorch implementation of TrAISformer---A generative transformer for AIS trajectory prediction (https://arxiv.org/abs/2109.03958).
  ☆157Updated last year
• benzoin-p / BI-D
  商务智能课设 Dbscan聚类算法分析船舶AIS轨迹中的噪声点
  ☆9Updated 2 years ago
• cxl-ustb / AISTransforemr
  利用transformer进行船舶轨迹预测。
  ☆63Updated 2 years ago
• coordinated-systems-lab / VesselIntentModeling
  ☆12Updated 6 months ago
• gotu0000 / Apollo
  Codebase for vessel trajectory prediction using historical AIS data
  ☆18Updated 3 years ago
• RobJur / rnn-vessels-trajectory-prediction
  RNN Application of Coordinate Systems for Vesssel Trajectory prediction
  ☆14Updated 10 months ago
• karmueo / Trajectory_Clustering
  航迹检测
  ☆22Updated 7 years ago
• xihao-1223 / TrafficFlowPredictionResources
  交通流量预测项目在研，以下是本人学习过程中积累整理的资源，会持续更新
  ☆230Updated 4 years ago
• zouguojian / Traffic-flow-prediction
  This work considers combine multi-tricks with highway network to achieve traffic flow prediction accurately.
  ☆27Updated 3 months ago
• Arnavsao / Real-Time-Traffic-Flow-Prediction-Using-Spatio-Temporal-GNN
  Built real-time traffic prediction system using Graph Neural Networks (GNN) & Graph Convolutional Networks (GCN). Integrates GCN & LSTM l…
  ☆16Updated last year
• WenMellors / TS-TrajGen
  Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.
  ☆44Updated 2 years ago
• simple316 / MSTFormer
  ☆24Updated 4 months ago
• Salyoneyu / LSTM_trajectory-prediction
  时空数据的轨迹预测
  ☆48Updated 3 years ago
• LeronQ / STGCN-Pytorch
  Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…
  ☆148Updated 4 years ago
• NickHan-cs / Spatio-Temporal-Data-Mining-Survey
  Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.
  ☆134Updated last year
• 815382636 / GCN-tffc
  比较 TCN、GRU、GCN、TGCN、 TCN+GCN 在 交通流量预测方面的准确率效果。
  ☆137Updated 4 years ago
• chenrui2408 / mobility-modes-awareness-from-trajectory
  Code for trajectory mining, including three parts: 1) trajectory preprocessing, 2) OD points clustering for route patterns discovery, and…
  ☆11Updated 6 years ago
• Cam2024 / RNN-LSTM-GRU--based-Aircraft-Trajectory-Prediction
  ☆15Updated last year
• isaacOnline / ships
  Official implementation of the paper "Vessel trajectory prediction with recurrent neural networks: An evaluation of datasets, features, a…
  ☆15Updated last year
• LeronQ / GCN_predict-Pytorch
  Traffic flow predict. Implementation of graph convolutional network with PyTorch
  ☆111Updated 4 years ago
• suprobe / AT-Conv-LSTM
  A Hybrid Deep Learning Model with Attention based ConvLSTM Networks for Short-Term Traffic Flow Prediction
  ☆108Updated 3 years ago
• zouguojian / Traffic-speed-prediction
  Using to predict the highway traffic speed
  ☆34Updated 5 months ago
• wubin5 / STTN
  paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>
  ☆167Updated 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
• nikpau / pytsa
  PyTSA: Python Trajectory Splitting and Assessment Agent. Vessel monitoring and trajectory extraction framework for AIS records.
  ☆13Updated 5 months ago