pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models
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Dec 17, 2024 - Python
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knowledge-tracing
Here are 35 public repositories matching this topic...
Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education
education dataset luna oli pisa-data psychometrics knowledge-tracing kddcup math23k cognitive-diagnosis datasets-education assistments junyi assistment-dataset nips2020 ednet kddcup2010
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Sep 26, 2023 - Python
A collection of Knowledge Tracing model implementations with PyTorch
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Jun 16, 2022 - Python
Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing
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Apr 5, 2024 - Jupyter Notebook
It is the DKT+ model implemented in python3 and tensorflow1.2
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Jan 8, 2019 - Jupyter Notebook
Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network
time-series educational-data-mining graph-based-learning knowledge-tracing graph-based-model knowledge-tracing-models edge-inference
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Mar 19, 2021 - Python
An implementation of the Deep Knowledge Tracing (DKT) using Tensorflow 2.0
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Dec 4, 2020 - Python
Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education
education dataset psychometrics knowledge-tracing cognitive-diagnosis datasets-education edudata pisa2015-science assistments junyi
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May 3, 2023 - Python
GIKT: A Graph-based Interaction Model for Knowledge Tracing
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Jul 17, 2021 - Python
EduStudio is a Unified Library for Student Cognitive Modeling including Cognitive Diagnosis (CD) and Knowledge Tracing (KT).
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Dec 18, 2024 - Python
Implementation of the paper "Last Query Transformer RNN for knowledge tracing" in PyTorch. (Kaggle 1st place solution)
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Apr 8, 2021 - Python
a simple pytorch implemention of paper A Self-Attentive model for Knowledge Tracing
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Jul 23, 2023 - Python
Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer (WWW '23)
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Nov 21, 2023 - Python
"Enhancing Knowledge Tracing via Adversarial Training", ACM MM 2021 (Oral).
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Nov 1, 2021 - Python
WSDM'2021: Temporal Cross-Effects in Knowledge Tracing
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Sep 14, 2023 - Jupyter Notebook
A repo for knowledge tracing implementation by PyTorch
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Nov 5, 2021 - Python
Hierarchical Attention Network based Explainable Knowledge Tracing
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May 18, 2022 - Python
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