PyTrial V0.0.6 Release Notes

• Add new sequence patient data generation model TWIN: trial_simulation.sequence.TWIN [1]
• fix package conflicts, align sequence simulation methods with the latest rdt and transformers.

[1] TWIN: Personalized Clinical Trial Digital Twin Generation. Trisha Das*, Zifeng Wang*, and Jimeng Sun. KDD'23 (2023).

PyTrial V0.0.5 Release Notes

• Fix bugs in MedGAN when batch size is too large

• Fix conflict bugs caused by rdkit

PyTrial V0.0.4 Release Notes

• Add the state-of-the-art clinical trial outcome prediction model SPOT to tasks.trial_outcome
• Fix bugs in MedGAN in tasks.trial_simulation
• Fix bugs in BERT in model_utils.bert
• Update docs for SPOT and its examples in tutorial

PyTrial V0.0.3 Release Notes

• Add KNNSampler to trial_simulation.sequence
• Add presence disclosure risk and fidelity test to trial_simulation.sequence.evaluation
• Fix bugs in models under indiv_outcome.sequence when mode='regression'
• Update docs to reflect the updates of trial simulation models

PyTrial V0.0.2 Release Notes

• Add MedGAN to trial_simulation.tabular.
• Rename the title and demo figure of this package.

PyTrial V0.0.1 Release Notes

The beta release of PyTrial package!