761133412 / AQI-Prediction
AQI-prediction using Nested LSTM and wavelet transform (WT) based on Keras.
☆12Updated 3 years ago
Alternatives and similar repositories for AQI-Prediction
Users that are interested in AQI-Prediction are comparing it to the libraries listed below
Sorting:
- 多变量时序预测transformer☆15Updated 2 years ago
- ☆16Updated 3 years ago
- ResNet_LSTM_GCN☆13Updated 2 years ago
- a multivariate time series deep spatiotemporal forecasting model with graph neural network (MDST-GNN) is proposed to solve the existing …☆33Updated 2 years ago
- A spatiotemporal causal convolutional network for predicting PM2.5 concentrations.☆64Updated 2 years ago
- ☆14Updated 2 years ago
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆15Updated last year
- Multilevel Wavelet Decomposition Network for Interpretable Time Series Analysis☆32Updated 5 years ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆48Updated last year
- ☆25Updated 2 years ago
- ☆15Updated 2 years ago
- Addressing prediction delays in time series forecasting: A continuous GRU Approach with derivative regularization☆29Updated 8 months ago
- ☆13Updated 3 years ago
- wind_power_forecast☆35Updated 2 years ago
- Time series missing data imputation with Temporal Convolutional Denoising Autoencoder☆18Updated 9 months ago
- The Code of Time series prediction using sparse autoencoder and high-order fuzzy cognitive maps☆20Updated 3 years ago
- ☆9Updated 7 months ago
- ☆44Updated 2 years ago
- Function for decomposing a signal according to the Multivariate Variational Mode Decomposition in Pytorch☆23Updated last year
- Multivariate Time Series Imputation with Generative Adversarial Networks☆11Updated 4 years ago
- The official implementation of SDGL☆32Updated 9 months ago
- Time Series Forecasting with Dynamic Graph Modeling☆9Updated 2 months ago
- Code for the paper "Multivariate Time Series Prediction of Complex Systems Based on Graph Neural Networks with Location Embedding Graph S…☆25Updated 2 years ago
- [KDD 2021] Official Code of the paper "ST-Norm: Spatial and Temporal Normalization for Multi-variate Time Series Forecasting"☆57Updated 11 months ago
- Code for Deep Spatio Temporal Wind Power Forecasting☆46Updated 2 years ago
- Spatiotemporal graph convolutional network for wind speed prediction.☆38Updated last month
- ☆30Updated 3 years ago
- ☆12Updated 2 years ago
- Official implement for "WITRAN:Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecast…☆35Updated last year
- This is the PyTorch implementation of TPA-LSTM☆59Updated 5 years ago