--- a
+++ b/mlp/args.py
@@ -0,0 +1,28 @@
+#!/usr/bin/env python
+
+from argparse import Namespace
+from pathlib import Path
+
+path = Path('../data')
+workdir=path/'workdir/mlp'
+
+args = Namespace(
+  workdir=workdir,
+  dataset_csv=path/'proc_dataset.csv',
+  cols=['hadm_id', 'imminent_adm_label', 'prolonged_stay_label', 'processed_note', 'charttime', 'intime', 'chartinterval'],
+  imminent_adm_cols=['hadm_id', 'processed_note', 'imminent_adm_label'],
+  prolonged_stay_cols=['hadm_id', 'processed_note', 'prolonged_stay_label'],
+  dates=['charttime', 'intime'],
+  device='cuda:3',
+  start_seed=127,
+  min_freq=3,
+  batch_size=128,
+  hidden_dim=100,
+  dropout_p=0.1,
+  lr=1e-3,
+  wd=1e-3,
+  max_lr=1e-1,
+  max_epochs=100,
+  ia_thresh=0.2,
+  ps_thresh=0.25,
+)