5 Commits

Author	SHA1	Message	Date
Jiarui Li	36ec36c8a8	Add time attention mask handling and baseline class time computation to DeepHealth model	2026-06-15 14:35:10 +08:00
Jiarui Li	c3e49db859	Enhance DeepHealth model to incorporate CHECKUP state tokens in next-step training and evaluation, update dataset cache versioning, and improve handling of observed event histories.	2026-06-15 14:10:09 +08:00
Jiarui Li	593ecd2e71	Revert cross-attention integration into GPTBlock	2026-06-15 10:05:13 +08:00
Jiarui Li	c87c3b9f7c	Add cross-attention support to GPTBlock and update DeepHealth model integration	2026-06-13 17:02:04 +08:00
Jiarui Li	5e979e061b	Add target construction and training script for DeepHealth model ... - Implemented target construction in `targets.py` for next-token and unique-time set supervision. - Added validation functions and utility methods for target building. - Created a comprehensive training script in `train.py` that includes data loading, model building, optimizer setup, and training loop with early stopping and logging. - Integrated loss functions and readout mechanisms based on target modes. - Established dataset splitting and DataLoader configurations for training, validation, and testing.	2026-06-12 10:28:16 +08:00