knowledge-tracing
There are 38 repositories under knowledge-tracing topic.
pykt-team/pykt-toolkit
pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models
bigdata-ustc/EduData
Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education
hcnoh/knowledge-tracing-collection-pytorch
A collection of Knowledge Tracing model implementations with PyTorch
jilljenn/ktm
Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing
jhljx/GKT
Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network
ckyeungac/deep-knowledge-tracing-plus
It is the DKT+ model implemented in python3 and tensorflow1.2
lccasagrande/Deep-Knowledge-Tracing
An implementation of the Deep Knowledge Tracing (DKT) using Tensorflow 2.0
arshadshk/SAINT-pytorch
SAINT PyTorch implementation
seewoo5/KT
Knowledge Tracing Models with PyTorch
tswsxk/EduData
Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education
ApexEDM/GIKT
GIKT: A Graph-based Interaction Model for Knowledge Tracing
HFUT-LEC/EduStudio
[Frontiers of Computer Science 2025] EduStudio: towards a unified library for student cognitive modeling
arshadshk/Last_Query_Transformer_RNN-PyTorch
Implementation of the paper "Last Query Transformer RNN for knowledge tracing" in PyTorch. (Kaggle 1st place solution)
TianHongZXY/pytorch-SAKT
a simple pytorch implemention of paper A Self-Attentive model for Knowledge Tracing
yxonic/DTransformer
Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer (WWW '23)
xiaopengguo/ATKT
"Enhancing Knowledge Tracing via Adversarial Training", ACM MM 2021 (Oral).
THUwangcy/HawkesKT
WSDM'2021: Temporal Cross-Effects in Knowledge Tracing
jdxyw/deepKT
A repo for knowledge tracing implementation by PyTorch
ZhijieXiong/dlkt
Migrated to pyedmine
john1226966735/HAKT
Hierarchical Attention Network based Explainable Knowledge Tracing
HFUT-LEC/awesome-student-cognitive-modeling
Resources About Student Cognitive Modeling
wsg011/pytorch-kt
Easy usage model lib for Knowledge Tracing
WeiMengqi934/PKT
Progressive knowledge tracing: Modeling learning process from abstract to concrete
john1226966735/CoKT
The source code of our knowledge tracing model CoKT (Collaborative Embedding for Knowledge Tracing).
Kwak-JunYoung/CLinKT
Application of CL(Contrastive Learning) to Knowledge Tracing
LabyrinthineLeo/RIGL
[KDD-2024] "RIGL: A Unified Reciprocal Approach for Tracing the Independent and Group Learning Processes"
phanxuanphucnd/knowledge_tracing
Model AKT for Knowledge Tracing
bagherig/riiid
Riiid! Answer Correctness Prediction
bhaveshtangirala786/Knowledge-Tracing-for-Online-Learning
Modeling student's knowledge over time using Riiid's EdNet dataset comprising of 100M+ student interactions. EDA and Feature Engineering was performed on the data and models were trained on important features.
JayAhn0104/Reading-List
A Curated List of Learning Materials on Machine Learning
meta-tabchen/KTMpapers
A paper list of Knowledge Tracing models (KTMs).
umass-ml4ed/tiktoc
Official repo for "Test Case-Informed Knowledge Tracing for Open-ended Coding Tasks" (LAK2025)
SapphireXiXi1/IKT-pytorch
As a model proposed in 2022, IKT has significance that cannot be ignored in the field of Knowledge Tracing(KT). IKT source code runs on Tensorflow version 1.x, here I modified it to run on pytorch, but it doesn't run as fast as before, FYI.
umass-ml4ed/Neurips-Challenge-22
UMass Amherst ML4Ed lab submission for Neurips Casual Modeling challenge
joao326/Repositorio-TCC
Sistema de identificação de lacunas de conhecimento em Java por meio do PFA com questões automatizadas via PLN
meta-tabchen/AutoKT
🤗 AutoKT: train state-of-the-art and classical knowledge tracing models and deploy them in a scalable environment automatically.