pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models

A collection of Knowledge Tracing model implementations with PyTorch

Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing

Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network

It is the DKT+ model implemented in python3 and tensorflow1.2

An implementation of the Deep Knowledge Tracing (DKT) using Tensorflow 2.0

SAINT PyTorch implementation

Knowledge Tracing Models with PyTorch

GIKT: A Graph-based Interaction Model for Knowledge Tracing

Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education

A library of algorithms for reproducing knowledge tracing, cognitive diagnosis, exercise recommendation and learning path recommendation models.

[Frontiers of Computer Science 2025] EduStudio: towards a unified library for student cognitive modeling

Implementation of the paper "Last Query Transformer RNN for knowledge tracing" in PyTorch. (Kaggle 1st place solution)

Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer (WWW '23)

a simple pytorch implemention of paper A Self-Attentive model for Knowledge Tracing

"Enhancing Knowledge Tracing via Adversarial Training", ACM MM 2021 (Oral).

A repo for knowledge tracing implementation by PyTorch

WSDM'2021: Temporal Cross-Effects in Knowledge Tracing

Migrated to pyedmine

Resources About Student Cognitive Modeling

Hierarchical Attention Network based Explainable Knowledge Tracing

Easy usage model lib for Knowledge Tracing

Progressive knowledge tracing: Modeling learning process from abstract to concrete

The source code of our knowledge tracing model CoKT (Collaborative Embedding for Knowledge Tracing).

[Knowledge-Based Systems] HiTSKT: A hierarchical transformer model for session-aware knowledge tracing

Cuff-KT: Tackling Learners' Real-time Learning Pattern Adjustment via Tuning-Free Knowledge State-Guided Model Updating

[KDD-2024] "RIGL: A Unified Reciprocal Approach for Tracing the Independent and Group Learning Processes"

Model AKT for Knowledge Tracing

Official repo for "Test Case-Informed Knowledge Tracing for Open-ended Coding Tasks" (LAK2025)

A paper list of Knowledge Tracing models (KTMs).