Skip to content

Soojeoong/precipitation_predict_LSTM

Repository files navigation

Precipitation Prediction Using LSTM

✅Data

kaggle weather-prediction

✅LSTM cell

LSTM cell

✅Model Architecture

Stacked LSTM

✅Result

index num_layers hidden_size sequence_length batch_size epochs learning_rate
id1 1 1 1 4 100 0.001
id2 1 10 30 4 10 0.001
id3 3 10 30 4 10 0.001
id1 id2 id3
id1 id2 id3

It tends to predict close to the average (0) of precipitation.

About

precipitation predict using LSTM

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published