ai2es/tai4es-trustathon-2022-2022TAI4ES.zip
ai2es-tai4es-trustathon-2022-6833f48
.github
workflows
python-package-conda.yml
1.1 kB
.gitignore
1.8 kB
CONTRIBUTING.md
6.2 kB
LICENSE
7.0 kB
README.md
75 Bytes
environment.yml
661 Bytes
githubcommand.md
2.3 kB
setup.py
703 Bytes
severe
README.md
3.1 kB
datasets
README.md
2.7 kB
lowres_features_test.csv
8.2 MB
lowres_features_train.csv
42.7 MB
lowres_features_val.csv
8.2 MB
perm_imp_backward_auc_LR.nc
25.0 kB
perm_imp_backward_mse.nc
43.8 kB
perm_imp_backward_mse_GBT.nc
25.3 kB
perm_imp_forward_auc.nc
29.3 kB
perm_imp_forward_auc_LR.nc
29.3 kB
perm_imp_forward_mse.nc
50.1 kB
perm_imp_forward_mse_GBT.nc
29.4 kB
models
GBT_classification.joblib
227.7 kB
GBT_regression.joblib
221.6 kB
LR_classification.joblib
2.3 kB
LR_regression.joblib
2.5 kB
RF_classification.joblib
15.1 MB
RF_regression.joblib
51.4 MB
notebooks
FalseAlarm.mp4
112.8 kB
Notebook_00a_Train_Classification_models.ipynb
532.4 kB
Notebook_00b_Train_Regression_Models.ipynb
650.0 kB
Notebook_01a_ClassificationExplainability.ipynb
1.4 MB
Notebook_01b_RegressionExplainability.ipynb
762.5 kB
Notebook_02a_DeepXAI_SHAP.ipynb
2.1 MB
Notebook_02b_DeepXAI_Saliency.ipynb
1.7 MB
another_miss.mp4
86.5 kB
another_scene.mp4
144.1 kB
download_deep.ipynb
2.3 kB
undercount.mp4
286.7 kB
scripts
deep_perm_imp.py
7.5 kB
deep_util.py
5.4 kB
plotting_config.py
2.7 kB
taylorDiagram.py
19.4 kB
util.py
2.7 kB
verification.py
28.4 kB
space
README.md
10.6 kB
magnet_cnn_tutorial.ipynb
1.3 MB
magnet_lstm_tutorial.ipynb
624.8 kB
notebook_figures
Figure_Activity_and_Training_Splits.png
66.6 kB
trained_models_cnn
model_t_0.h5
688.2 kB
model_t_1.h5
688.2 kB
model_t_2.h5
688.2 kB
model_t_3.h5
688.2 kB
model_t_4.h5
688.2 kB
model_t_plus_one_0.h5
688.2 kB
model_t_plus_one_1.h5
688.2 kB
model_t_plus_one_2.h5
688.2 kB
model_t_plus_one_3.h5
688.2 kB
model_t_plus_one_4.h5
688.2 kB
norm_df.csv
262 Bytes
trained_models_lstm
model_lstm_nepochs-04_nneurons-0016
config.json
129 Bytes
history.pck
809.5 kB
keras_metadata.pb
8.5 kB
saved_model.pb
755.0 kB
scaler.pck
1.2 kB
variables
variables.data-00000-of-00001
30.1 kB
variables.index
1.5 kB
model_lstm_nepochs-08_nneurons-0064
config.json
129 Bytes
history.pck
1.0 MB
keras_metadata.pb
8.5 kB
saved_model.pb
755.9 kB
scaler.pck
1.2 kB
variables
variables.data-00000-of-00001
252.4 kB
variables.index
1.5 kB
model_lstm_nepochs-20_nneurons-0512
config.json
129 Bytes
history.pck
13.8 MB
keras_metadata.pb
8.5 kB
saved_model.pb
764.3 kB
scaler.pck
1.2 kB
variables
variables.data-00000-of-00001
13.0 MB
variables.index
1.5 kB
src
__init__.py
0 Bytes
start
479 Bytes
template
README.md
0 Bytes
template_day_1.ipynb
2.6 kB
tests
test_environment.py
124 Bytes
tropical
Instructions_for_virtual_env.md
3.4 kB
README.md
4.7 kB
intensity_forecasts.jpg
103.2 kB
notebook-tropical.ipynb
10.2 MB
track_forecasts.jpg
119.5 kB