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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

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

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

precipitation-prediction-convlstm-keras-1

prediction-of-temperature-chirts-data-using-convlstm-and-lstm

Prediction of temperature CHIRTS data using convLSTM and LSTM

rainfall-prediction-using-convlstm

real-world-masked-face-dataset

Real-World Masked Face Dataset，口罩人脸数据集

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