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kozy9
/
GWLSTM
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0
Keras
time-series
forecasting
lstm
hydrology
groundwater
License:
mit
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GWLSTM
1.42 MB
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1 contributor
History:
2 commits
kozy9
Upload LSTM — test RMSE 2.9386 m R² 0.5505
3d62172
verified
6 days ago
.gitattributes
1.76 kB
Upload LSTM — test RMSE 2.9386 m R² 0.5505
6 days ago
README.md
2.67 kB
Upload LSTM — test RMSE 2.9386 m R² 0.5505
6 days ago
fig_lstm_baseline_forecast.png
151 kB
xet
Upload LSTM — test RMSE 2.9386 m R² 0.5505
6 days ago
fig_lstm_comparison.png
251 kB
xet
Upload LSTM — test RMSE 2.9386 m R² 0.5505
6 days ago
fig_lstm_errors.png
45.2 kB
Upload LSTM — test RMSE 2.9386 m R² 0.5505
6 days ago
fig_lstm_forecast.png
151 kB
xet
Upload LSTM — test RMSE 2.9386 m R² 0.5505
6 days ago
fig_lstm_training.png
70 kB
Upload LSTM — test RMSE 2.9386 m R² 0.5505
6 days ago
fig_lstm_tuned_training.png
71 kB
Upload LSTM — test RMSE 2.9386 m R² 0.5505
6 days ago
inference.py
2.86 kB
Upload LSTM — test RMSE 2.9386 m R² 0.5505
6 days ago
lstm_model.keras
676 kB
xet
Upload LSTM — test RMSE 2.9386 m R² 0.5505
6 days ago
model_config.json
1.19 kB
Upload LSTM — test RMSE 2.9386 m R² 0.5505
6 days ago
scaler_X.pkl
pickle
Detected Pickle imports (6)
"sklearn.preprocessing._data.MinMaxScaler"
,
"numpy.ndarray"
,
"numpy._core.multiarray._reconstruct"
,
"numpy.dtype"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"None.dtype"
How to fix it?
1.13 kB
xet
Upload LSTM — test RMSE 2.9386 m R² 0.5505
6 days ago
scaler_y.pkl
pickle
Detected Pickle imports (6)
"sklearn.preprocessing._data.MinMaxScaler"
,
"numpy.ndarray"
,
"numpy._core.multiarray._reconstruct"
,
"numpy.dtype"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"None.dtype"
How to fix it?
975 Bytes
xet
Upload LSTM — test RMSE 2.9386 m R² 0.5505
6 days ago
