MahatmaSun1's repositories
SaConvSLTM
Self-Attention ConvLSTM for Spatiotemporal Prediction, described in `https://ojs.aaai.org//index.php/AAAI/article/view/6819`, test on MovingMNIST.
Time-series-prediction-by-ConvLSTM
In this project, a BiLSTM model has been developed for time series prediction by python programming. Programming language: Python Programming software: Jupyter notebook
EMD-convlstm-time-series-forecast
python，tf2中，构建EMD-convlstm模型进行时间序列预测，首先对原始序列进行分解，然后对每一个子序列分别进行时间序列预测建模，最后将各算法的结果相加，作为最终结果，需要的加我qq2919218574
Prediction-of-temperature-CHIRTS-data-using-convLSTM-and-LSTM
Prediction of temperature CHIRTS data using convLSTM and LSTM
Air-quality-prediction
We propose to continuously predict the whole $station \times feature$ map in the next 1 to 48 hours with a convolutional LSTM (ConvLSTM, long short-term memory), which replaces the fully connected network in the classical LSTM with convolutional operations.
AttentionAugmentedConvLSTM
Implementation of TAAConvLSTM and SAAConvLSTM used in "Attention Augmented ConvLSTM for Environment Prediction"
ConvLSTM-precipitation
ConvLSTM for short-term precipitation forecasting.
Convolutional_LSTM_PyTorch
Multi-layer convolutional LSTM with Pytorch
ieee_weather
Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture
malawi-flood-prediction
TensorFlow implementation of a Multi-Input ConvLSTM for predicting flood extent.
Precipitation-Nowcasting
pytorch implemention of trajGRU.
precipitation-prediction-convLSTM-keras
Convolutional LSTM neural network to extrapolate radar images, and predict rainfall - CIKM 2017 contest
Real-World-Masked-Face-Dataset
Real-World Masked Face Dataset，口罩人脸数据集