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Official code of TheWebConf'24 paper "Towards the Identifiability and Explainability for Personalized Learner Modeling: An Inductive Paradigm"

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The Code of Identifiable Cognitive Diagnosis Model (ID-CDM)

Configuring Running Environment

pip install -r requirements.txt

Running ID-CDM

  • Start training and testing ID-CDM:

python run.py --train_file data/math1_train_0.8_0.2.csv --valid_file data/math1_valid_0.8_0.2.csv --test_file data/math1_test_0.8_0.2.csv --Q_matrix data/math1_Q_matrix.npy --save_path ./result/ID-CDM-Math1 --n_user 4209 --n_item 20 --n_know 11 --user_dim 32 --item_dim 32 --batch_size 32 --lr 0.0005 --epoch 5 --device cpu

  • If you have any question about the configuration of the running program, please use:

python run.py --help

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Official code of TheWebConf'24 paper "Towards the Identifiability and Explainability for Personalized Learner Modeling: An Inductive Paradigm"

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