gdy-scu / FlightBERT_PPLinks
The code implementation of the FlightBERT++.
☆16Updated last month
Alternatives and similar repositories for FlightBERT_PP
Users that are interested in FlightBERT_PP are comparing it to the libraries listed below
Sorting:
- 利用transformer进行船舶轨迹预测。☆62Updated 2 years ago
- lstm-rnn, seq2seq model and attention-seq2seq model for vessel trajectory prediction.☆108Updated 4 years ago
- 软件研23-1+敖衔洋+472321723 本项目对 AIS 数据进行预处理及分析☆30Updated last year
- Pytorch implementation of TrAISformer---A generative transformer for AIS trajectory prediction (https://arxiv.org/abs/2109.03958).☆151Updated last year
- ☆12Updated 2 years ago
- A novel Encoder-Decoder model based on read-first LSTM for air pollutant prediction☆14Updated 3 years ago
- The repository of the paper "Flight trajectory prediction enabled by time-frequency wavelet transform"☆47Updated last year
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆147Updated 4 years ago
- Improved Transformer based on Tensoflow implementation for traffic flow predictive modeling☆19Updated 3 years ago
- The official code for "Spatial temporal transformer networks for traffic flow forecasting"☆101Updated 3 years ago
- This is an repository for the paper named 'a novel ship movement classification from AIS data based on convolutional neural network'.☆39Updated 5 years ago
- MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)☆176Updated last year
- This work considers combine multi-tricks with highway network to achieve traffic flow prediction accurately.☆27Updated 2 months ago
- ☆49Updated last year
- PyTSA: Python Trajectory Splitting and Assessment Agent. Vessel monitoring and trajectory extraction framework for AIS records.☆13Updated 5 months ago
- trajectory recovery; trajectory anomaly detection; 轨迹修复; 轨迹异常检测☆21Updated 2 years ago
- Official implementation of the paper "Frequency-domain MLPs are More Effective Learners in Time Series Forecasting"☆180Updated last year
- time series analysis models source code☆244Updated 3 years ago
- MTS-Mixers: Multivariate Time Series Forecasting via Factorized Temporal and Channel Mixing☆226Updated 2 years ago
- ☆13Updated 3 years ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆167Updated 4 years ago
- About Code release for "FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting" ⌚☆143Updated last year
- Pytorch implementation of Self-Attention ConvLSTM☆96Updated 11 months ago
- PyTorch implementation for Social-LSTM, which is built to predict multi-vessel trajectories.☆61Updated 3 years ago
- curated baselines and evaluation metrics to benchmark the task traffic flow prediction☆28Updated 2 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆183Updated 7 months ago
- ☆228Updated 11 months ago
- Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.☆43Updated 2 years ago
- PARA-ATM Research Collection☆23Updated last year
- [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting☆220Updated last month