MusDev7 / wtftp-modelLinks
The repository of the paper "Flight trajectory prediction enabled by time-frequency wavelet transform"
☆50Updated 2 years ago
Alternatives and similar repositories for wtftp-model
Users that are interested in wtftp-model are comparing it to the libraries listed below
Sorting:
- lstm-rnn, seq2seq model and attention-seq2seq model for vessel trajectory prediction.☆115Updated 4 years ago
- Incorporating Transformer and LSTM to Kalman Filter with EM algorithm☆198Updated 3 years ago
- PyTorch implementation for Social-LSTM, which is built to predict multi-vessel trajectories.☆66Updated 3 years ago
- Pytorch implementation of Self-Attention ConvLSTM☆107Updated last year
- The code implementation of the FlightBERT++.☆18Updated 5 months ago
- Spatio-temporal attention LSTM model for Spatio-temporal series problems☆41Updated 4 years ago
- 使用深圳市的出租车轨迹数据实现GCN时间序列预测☆10Updated 2 years ago
- Comparing a Mamba model to a LSTM model for weather prediction timeseries data.☆19Updated 6 months ago
- About Code release for "FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting" ⌚☆151Updated 2 years ago
- 利用transformer进行船舶轨迹预测。☆68Updated 2 years ago
- This is the implementation of the paper Enhanced Photovoltaic Power Forecasting: An iTransformer and LSTM-Based Model Integrating Tempora…☆87Updated 5 months ago
- ☆25Updated 2 years ago
- This is the pytorch implementation of Basisformer in the Neurips paper: [BasisFormer: Attention-based Time Series Forecasting with Learna…☆101Updated last year
- Ship trajectory prediction using Recurrent Neural Networks (RNNs).☆16Updated last year
- Official implementation of the paper "Frequency-domain MLPs are More Effective Learners in Time Series Forecasting"☆189Updated last year
- Official implementation of the paper "FilterNet: Harnessing Frequency Filters for Time Series Forecasting"☆208Updated 10 months ago
- Improved Transformer based on Tensoflow implementation for traffic flow predictive modeling☆24Updated 3 years ago
- PARA-ATM Research Collection☆26Updated last year
- ☆38Updated last year
- PyTSA: Python Trajectory Splitting and Assessment Agent. Vessel monitoring and trajectory extraction framework for AIS records.☆14Updated 9 months ago
- ☆29Updated 8 months ago
- ☆168Updated last year
- Short-term Air Quality Prediction Based on EMD-Transformer-BiLSTM☆42Updated last year
- Code Implement of A Data-driven Self-supervised LSTM-DeepFM Model for Industrial Soft Sensor☆30Updated 3 years ago
- Time series forecasting especially in LSTF compare,include Informer, Autoformer, Reformer, Pyraformer, FEDformer, Transformer, MTGNN, LST…☆127Updated 3 years ago
- MULTI HEAD SELF-ATTENTION BASED SPATIAL-TEMPORAL INFORMATION GRAPH CONVOLUTIONAL NETWORKS FOR TRAFFIC FLOW FORECASTING☆19Updated 2 years ago
- ☆65Updated last year
- The implementation of the paper "A Physics-Informed Transformer Model for Vehicle Trajectory Prediction on Highways". The paper is now un…☆15Updated 3 years ago
- ☆27Updated 2 years ago
- The code of the CIKM'25 paper: "SST: Multi-Scale Hybrid Mamba-Transformer Experts for Time Series Forecasting"☆197Updated 2 weeks ago