├── .github ├── ISSUE_TEMPLATE │ ├── bug_report.md │ ├── documentation.md │ └── feature_request.md ├── PULL_REQUEST_TEMPLATE.md └── workflows │ ├── python-package.yml │ └── python-test.yml ├── .gitignore ├── AUTHORS.md ├── CHANGE.txt ├── CONTRIBUTE.md ├── CONTRIBUTE_CH.md ├── EduKTM ├── AKT │ ├── AKT.py │ ├── AKTNet.py │ └── __init__.py ├── DKT │ ├── DKT.py │ └── __init__.py ├── DKTPlus │ ├── DKTPlus.py │ ├── __init__.py │ └── etl.py ├── DKVMN │ ├── DKVMN.py │ └── __init__.py ├── EKPT │ ├── EKPT.py │ └── __init__.py ├── GKT │ ├── GKT.py │ ├── GKTNet.py │ ├── __init__.py │ └── etl.py ├── KPT │ ├── KPT.py │ └── __init__.py ├── LBKT │ ├── LBKT.py │ ├── __init__.py │ └── model.py ├── LPKT │ ├── LPKT.py │ ├── LPKTNet.py │ └── __init__.py ├── __init__.py ├── meta.py └── utils │ ├── __init__.py │ ├── loss.py │ ├── tests.py │ ├── torch │ ├── __init__.py │ ├── extlib │ │ ├── __init__.py │ │ ├── data.py │ │ └── sampler.py │ ├── functional.py │ └── rnn.py │ └── utils.py ├── LICENSE ├── Makefile ├── README.md ├── docs ├── AKT.md ├── DKT+.md ├── DKT.md ├── DKVMN.md ├── EKPT.md ├── GKT.md ├── KPT.md ├── LBKT.md ├── LPKT.md └── _static │ ├── DKT.png │ ├── DKVMN.png │ ├── EKPT.png │ ├── EduKTM.png │ ├── KPT.png │ └── LBKT.png ├── examples ├── AKT │ ├── AKT.ipynb │ ├── AKT.py │ ├── load_data.py │ └── prepare_dataset.ipynb ├── DKT+ │ ├── DKT+.ipynb │ ├── DKT+.py │ └── prepare_dataset.ipynb ├── DKT │ ├── DKT.ipynb │ ├── DKT.py │ └── prepare_dataset.ipynb ├── DKVMN │ ├── DKVMN.ipynb │ ├── DKVMN.py │ ├── load_data.py │ └── prepare_dataset.ipynb ├── EKPT │ ├── EKPT.ipynb │ ├── EKPT.py │ └── prepare_dataset.ipynb ├── GKT │ ├── MGKT.ipynb │ ├── MGKT.py │ └── prepare_dataset.ipynb ├── KPT │ ├── KPT.ipynb │ ├── KPT.py │ └── prepare_dataset.ipynb ├── LBKT │ ├── LBKT.ipynb │ ├── LBKT.py │ ├── data_preprocess.ipynb │ └── load_data.py └── LPKT │ ├── LPKT.ipynb │ ├── LPKT.py │ ├── load_data.py │ └── prepare_dataset.ipynb ├── pytest.ini ├── setup.cfg ├── setup.py └── tests ├── __init__.py ├── akt ├── __init__.py ├── conftest.py └── test_akt.py ├── dkt+ ├── __init__.py ├── conftest.py └── test_dkt_plus.py ├── dkt ├── __init__.py ├── conftest.py └── dkt_test.py ├── dkvmn ├── __init__.py ├── conftest.py └── test_dkvmn.py ├── ekpt ├── __init__.py ├── conftest.py └── test_ekpt.py ├── gkt ├── _init_.py ├── conftest.py └── test_gkt.py ├── kpt ├── __init__.py ├── conftest.py └── test_kpt.py ├── lbkt ├── __init__.py ├── conftest.py └── test_lbkt.py └── lpkt ├── __init__.py ├── conftest.py └── test_lpkt.py /.github/ISSUE_TEMPLATE/bug_report.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bigdata-ustc/EduKTM/HEAD/.github/ISSUE_TEMPLATE/bug_report.md -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/documentation.md: -------------------------------------------------------------------------------- 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