pyKT is a python library build upon PyTorch to train deep learning based knowledge tracing models.

Contact Info
pykt.team@gmail.com
Deep-IRT: Deep Item Response Theory
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Deep-IRT: Deep Item Response Theory

We added Deep-IRT into our pyKT package.

12 Aug 2022
EdNet: A Large-Scale Hierarchical Dataset in Education
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EdNet: A Large-Scale Hierarchical Dataset in Education

We added EdNet into our pyKT package.

04 Aug 2022
SKVMN: Sequential Key-Value Memory Networks
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SKVMN: Sequential Key-Value Memory Networks

We added SKVMN into our pyKT package.

25 Jul 2022
LPKT: Learning Process-consistent Knowledge Tracing
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LPKT: Learning Process-consistent Knowledge Tracing

We added LPKT into our pyKT package.

14 Jul 2022
HawkesKT: Temporal Cross-Effects in Knowledge Tracing
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HawkesKT: Temporal Cross-Effects in Knowledge Tracing

We added HawkesKT into our pyKT package.

05 Jul 2022
IEKT: Individual Estimation Knowledge Tracing
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IEKT: Individual Estimation Knowledge Tracing

We added into our pyKT package.

28 Jun 2022
Our paper
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Our paper "pyKT" released in arxiv.

Our paper “pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models” can...

23 Jun 2022
New dataset ASSISTments2012
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New dataset ASSISTments2012

The “ASSISTments2012” dataset is a comprehensive collection of educational data from the 2012-2013 school year,...

18 Jun 2022
New dataset ASSISTments2017
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New dataset ASSISTments2017

You can sign up to gain access to the dataset here. The link to your...

17 Jun 2022