EduStudio v1.1.0
⚡️New Features
- Add
DCD
model: [NeurIPS 2023] Disentangling Cognitive Diagnosis with Limited Exercise Labels - Add
FairCD
model: [SCIS 2023] Understanding and Improving Fairness in Cognitive Diagnosis - Add
AdversarialTrainTPL
for adverarial training - Add
FairnessEvalTPL
for fairness evaluation, including DP, EO and FCD metrics. - Add R2M operations of
SLP_Math
andSLP_English
datasets, which are from SLP dataset. - Add
EDUSTUDIO_VERSION
option in settings.py (i.e., frame_cfg)
⬆️ Improvements
- Divide functionality of
M2C_BuildSeqInterFeats
➡️M2C_RandomDataSplit4KT
&M2C_BuildSeqInterFeats
- Rename
EduTrainTPL
➡️GeneralTrainTPL
- Rename
BinaryClassificationEvalTPL
➡️PredictionEvalTPL
- Rename
CognitiveDiagnosisEvalTPL
➡️InterpretabilityEvalTPL
- Rename some atomic operations:
Cpt
➡️KC
- Enrich Docs
🔧 Bug Fixes
- K-fold split for KT