We release the version 0.8.0 of InterpretDL, with new features as follows:
- Add new trustworthiness/faithfulness evaluation metrics. Infidelity is added. NLP tasks are supported too.
- TransformerInterpreters support models that may have global pooling at end.
- Add SmoothGradNLPInterpreter.
- General compatibility.
Depreciation:
use_cuda
is removed. Usedevice
._paddle_prepare
is removed. Use_build_predict_fn
.
We have two more papers got accepted by AAAI'23 and Artificial Intelligence respectively. See implementations at G-LIME and TrainingDynamics.