MusDev7 / wtftp-modelLinks
The repository of the paper "Flight trajectory prediction enabled by time-frequency wavelet transform"
☆52Updated 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.☆120Updated 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☆11Updated 2 years ago
- The code implementation of the FlightBERT++.☆20Updated 7 months ago
- Comparing a Mamba model to a LSTM model for weather prediction timeseries data.☆19Updated 8 months ago
- This folder contains spatiotemporal prediction models implemented in combination with Informer and GAT.☆20Updated 8 months ago
- About Code release for "FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting" ⌚☆155Updated 2 years ago
- PyTorch implementation for Social-LSTM, which is built to predict multi-vessel trajectories.☆73Updated 3 years ago
- ☆24Updated last year
- Pytorch implementation of Self-Attention ConvLSTM☆108Updated last year
- Incorporating Transformer and LSTM to Kalman Filter with EM algorithm☆203Updated 3 years ago
- Improved Transformer based on Tensoflow implementation for traffic flow predictive modeling☆24Updated 3 years ago
- PARA-ATM Research Collection☆27Updated 2 years ago
- ☆57Updated last year
- DiffTAD: Denoising Diffusion Probabilistic Models for Vehicle Trajectory Anomaly Detection☆33Updated 2 years ago
- This is the implementation of the paper Enhanced Photovoltaic Power Forecasting: An iTransformer and LSTM-Based Model Integrating Tempora…☆97Updated 7 months ago
- ☆13Updated 2 years ago
- 利用transformer进行船舶轨迹预测。☆75Updated 2 years ago
- This is the pytorch implementation of Basisformer in the Neurips paper: [BasisFormer: Attention-based Time Series Forecasting with Learna…☆105Updated last year
- ☆23Updated last year
- ☆27Updated 2 years ago
- MFWPN☆28Updated last week
- Traffic dataset for pems04 and pems08☆10Updated last month
- Pytorch implementation of various traffic prediction modules(FC-LSTM, GRU, GCN, Diffusion Conv, Temporal Attention, etc.)☆12Updated 2 years ago
- Code for the paper Transformer-Modulated Diffusion Models for Probabilistic Multivariate Time Series Forecasting☆39Updated last year
- ☆31Updated 10 months ago
- Spatio-temporal attention LSTM model for Spatio-temporal series problems☆41Updated 5 years ago
- ☆14Updated 3 years ago
- [ICDE'2024] Temporal-Frequency Masked Autoencoders for Time Series Anomaly Detection☆32Updated last year
- ☆39Updated last year
- ☆126Updated 2 years ago