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ConvLSTM-2

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Convolutional LSTM for Precipitation Nowcasting

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Name		Name	Last commit message	Last commit date
.gitignore		.gitignore
ConvGRUCell.py		ConvGRUCell.py
ConvLSTMCell.py		ConvLSTMCell.py
README.md		README.md
base.py		base.py
conv_lstm.py		conv_lstm.py
dir_base.py		dir_base.py
dynamic_rnn.py		dynamic_rnn.py
file_list		file_list
generate_lstm_data.py		generate_lstm_data.py
predict_and_draw.py		predict_and_draw.py
radar_forecast.py		radar_forecast.py
read_radar.py		read_radar.py
recurrent_network.py		recurrent_network.py
rnn_cell_impl.py		rnn_cell_impl.py
rough.py		rough.py
simple_cnn_impl.py		simple_cnn_impl.py
test_ConvLSTM_ConvGRU.py		test_ConvLSTM_ConvGRU.py
test_LSTM.py		test_LSTM.py

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Conv-LSTM

based on this paper: Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting

read_radar: read radar data and save it to numpy format.

radar_forecast build the ConvLSTM network and train.

predict_and_draw draw the nowcasting results.

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Convolutional LSTM for Precipitation Nowcasting

62 stars

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