Skip to content

Commit 13aba2c

Browse files
committed
Add TPC model for length of stay prediction
- Implement Temporal Pointwise Convolutional Networks (Rocheteau et al., CHIL 2021) - Add comprehensive example with synthetic ICU data - Add a comprehensive tcp_example note that show how to run the entire pipeline - Full PyHealth integration with standard MSE loss
1 parent fa2fc0d commit 13aba2c

File tree

3 files changed

+2154
-1
lines changed

3 files changed

+2154
-1
lines changed

examples/tpc_example.ipynb

Lines changed: 1524 additions & 0 deletions
Large diffs are not rendered by default.

pyhealth/models/__init__.py

Lines changed: 2 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -26,4 +26,5 @@
2626
from .transformer import Transformer, TransformerLayer
2727
from .transformers_model import TransformersModel
2828
from .vae import VAE
29-
from .sdoh import SdohClassifier
29+
from .sdoh import SdohClassifier
30+
from .tpc import TPC, TPCBlock

0 commit comments

Comments
 (0)