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data
data
figures
figures
output
output
sql
sql
.gitignore
.gitignore
Graphs.ipynb
Graphs.ipynb
TransformerPredict.ipynb
TransformerPredict.ipynb
create_outcomes.py
create_outcomes.py
create_test_train_split.py
create_test_train_split.py
ds6050_ecg.Rproj
ds6050_ecg.Rproj
environment.yml
environment.yml
exp_cnn_age.ipynb
exp_cnn_age.ipynb
exp_cnn_gender.ipynb
exp_cnn_gender.ipynb
exp_cnn_potassium.ipynb
exp_cnn_potassium.ipynb
exp_cnn_sodium.ipynb
exp_cnn_sodium.ipynb
exp_resnet_age.ipynb
exp_resnet_age.ipynb
exp_resnet_age2.ipynb
exp_resnet_age2.ipynb
exp_resnet_gender.ipynb
exp_resnet_gender.ipynb
exp_resnet_potassium.ipynb
exp_resnet_potassium.ipynb
exp_resnet_sodium.ipynb
exp_resnet_sodium.ipynb
exp_transfer_age_to_mort.ipynb
exp_transfer_age_to_mort.ipynb
exp_transfer_age_to_sex.ipynb
exp_transfer_age_to_sex.ipynb
exp_transformer_gender.ipynb
exp_transformer_gender.ipynb
preprocess_data.py
preprocess_data.py
preprocess_data.slurm
preprocess_data.slurm
result_plots1.ipynb
result_plots1.ipynb
run_notebook.slurm
run_notebook.slurm
run_preprocess_data.sh
run_preprocess_data.sh
run_summarize_data.sh
run_summarize_data.sh
score_all_ecgs.ipynb
score_all_ecgs.ipynb
show_data_quality.py
show_data_quality.py
summarize_data.py
summarize_data.py
summarize_data.slurm
summarize_data.slurm
test_age_over_time.ipynb
test_age_over_time.ipynb
test_age_to_mort.ipynb
test_age_to_mort.ipynb
train_transformer1.slurm
train_transformer1.slurm
train_transformer2.slurm
train_transformer2.slurm
train_transformer3.slurm
train_transformer3.slurm
transform_model.ipynb
transform_model.ipynb
transformer_age1.py
transformer_age1.py
transformer_age2.py
transformer_age2.py
transformer_age3.py
transformer_age3.py
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