Alternatives and similar repositories for ships

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

• Raindrops69Whee / AIS-Vessel-Trajectory-Prediction
  ☆12Updated 2 years ago
• whubaichuan / Vessel_Trajectory_Prediction
  ☆32Updated 4 years 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 last year
• coordinated-systems-lab / VesselIntentModeling
  ☆12Updated 8 months ago
• An-Yuhang-ace / VesselTrajectoryPrediction
  lstm-rnn, seq2seq model and attention-seq2seq model for vessel trajectory prediction.
  ☆113Updated 4 years ago
• An-Yuhang-ace / MultiShipPrediction
  PyTorch implementation for Social-LSTM, which is built to predict multi-vessel trajectories.
  ☆64Updated 3 years ago
• CIA-Oceanix / TrAISformer
  Pytorch implementation of TrAISformer---A generative transformer for AIS trajectory prediction (https://arxiv.org/abs/2109.03958).
  ☆161Updated 2 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
  ☆10Updated last year
• yuyolshin / AIS-ACNet
  ☆10Updated last year
• zouguojian / Traffic-speed-prediction
  Using to predict the highway traffic speed
  ☆34Updated 7 months ago
• axyqdm / Ship-trajectory-data-preprocessing-and-analysis
  软件研23-1+敖衔洋 本项目对 AIS 数据进行预处理及分析
  ☆34Updated last year
• zouguojian / Traffic-flow-prediction
  This work considers combine multi-tricks with highway network to achieve traffic flow prediction accurately.
  ☆28Updated 5 months ago
• sansastra / Trajectory-Prediction
  A python framework to predict trajectories of vessels with machine learning algorithms, such as lstm, seq2seq, etc.
  ☆51Updated 4 years ago
• andimultazam / vessel-trajectory-prediction
  ☆36Updated 5 years ago
• nikpau / pytsa
  PyTSA: Python Trajectory Splitting and Assessment Agent. Vessel monitoring and trajectory extraction framework for AIS records.
  ☆14Updated 7 months ago
• cxl-ustb / AISTransforemr
  利用transformer进行船舶轨迹预测。
  ☆66Updated 2 years ago
• ymlasu / para-atm-collection
  PARA-ATM Research Collection
  ☆23Updated last year
• HKAB / ML-Project-Traffic-Flow-Forecasting
  ASTGCN, LSTM, GCN LSTM with fused result from previous week, day, hour
  ☆21Updated 3 years ago
• zouguojian / Read-first-LSTM
  A novel Encoder-Decoder model based on read-first LSTM for air pollutant prediction
  ☆14Updated 3 years ago
• WenMellors / TS-TrajGen
  Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.
  ☆45Updated 2 years ago
• marthadais / TrajectoriesCompressionAnalysis
  The proposed methodology assess how compression algorithms influence the clustering analysis with respect to anomaly detection of vessel …
  ☆13Updated 2 years ago
• Salyoneyu / LSTM_trajectory-prediction
  时空数据的轨迹预测
  ☆50Updated 4 years ago
• xumingxingsjtu / STTN
  The official code for "Spatial temporal transformer networks for traffic flow forecasting"
  ☆102Updated 3 years ago
• XingruiWang / Two-Stage-Gan-in-trajectory-generation
  A Two-Stage Gan architecture to generate trajectory conditioned on maps information.
  ☆46Updated 3 years ago
• wubin5 / STTN
  paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>
  ☆168Updated 4 years ago
• simple316 / MSTFormer
  ☆26Updated 6 months ago
• LeronQ / STGCN-Pytorch
  Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…
  ☆152Updated 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
• pengzhangzhi / Benchmark-Traffic-flow-prediction-
  curated baselines and evaluation metrics to benchmark the task traffic flow prediction
  ☆28Updated 2 years ago