GitHub topics: knowledge-tracing
pykt-team/pykt-toolkit
pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models
Language: Python - Size: 38.4 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 262 - Forks: 77
umass-ml4ed/tiktoc
Official repo for "Test Case-Informed Knowledge Tracing for Open-ended Coding Tasks" (LAK2025)
Language: Python - Size: 130 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 1 - Forks: 1
ZhijieXiong/pyedmine
A library of algorithms for reproducing knowledge tracing, cognitive diagnosis, and exercise recommendation models.
Language: Python - Size: 505 KB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 2 - Forks: 0
bigdata-ustc/EduData Fork of tswsxk/EduData
Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education
Language: Python - Size: 4.24 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 253 - Forks: 69
yxonic/DTransformer
Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer (WWW '23)
Language: Python - Size: 4.28 MB - Last synced at: 5 days ago - Pushed at: about 1 month ago - Stars: 36 - Forks: 7
hcnoh/knowledge-tracing-collection-pytorch
A collection of Knowledge Tracing model implementations with PyTorch
Language: Python - Size: 1.07 MB - Last synced at: 25 days ago - Pushed at: almost 3 years ago - Stars: 149 - Forks: 32
HFUT-LEC/EduStudio
[Frontiers of Computer Science 2025] EduStudio: towards a unified library for student cognitive modeling
Language: Python - Size: 1.43 MB - Last synced at: 25 days ago - Pushed at: 4 months ago - Stars: 52 - Forks: 11
jilljenn/ktm
Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing
Language: Jupyter Notebook - Size: 7.71 MB - Last synced at: 17 days ago - Pushed at: about 1 year ago - Stars: 134 - Forks: 34
ApexEDM/GIKT
GIKT: A Graph-based Interaction Model for Knowledge Tracing
Language: Python - Size: 17.6 KB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 71 - Forks: 19
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.
Language: Python - Size: 1010 KB - Last synced at: 26 days ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
WeiMengqi934/PKT
Progressive knowledge tracing: Modeling learning process from abstract to concrete
Language: Python - Size: 8.57 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 4 - Forks: 0
LabyrinthineLeo/RIGL
[KDD-2024] "RIGL: A Unified Reciprocal Approach for Tracing the Independent and Group Learning Processes"
Size: 0 Bytes - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0
seewoo5/KT 📦
Knowledge Tracing Models with PyTorch
Language: Python - Size: 2.42 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 86 - Forks: 16
HFUT-LEC/awesome-student-cognitive-modeling
Resources About Student Cognitive Modeling
Size: 111 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 2 - Forks: 0
umass-ml4ed/Neurips-Challenge-22 Fork of wmcnicho/Neurips-Challenge-22
UMass Amherst ML4Ed lab submission for Neurips Casual Modeling challenge
Language: Python - Size: 44.4 MB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
JayAhn0104/Reading-List
A Curated List of Learning Materials on Machine Learning
Size: 56.6 KB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0
arshadshk/SAINT-pytorch
SAINT PyTorch implementation
Language: Python - Size: 138 KB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 82 - Forks: 17
arshadshk/Last_Query_Transformer_RNN-PyTorch
Implementation of the paper "Last Query Transformer RNN for knowledge tracing" in PyTorch. (Kaggle 1st place solution)
Language: Python - Size: 26.4 KB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 43 - Forks: 8
wsg011/pytorch-kt
Easy usage model lib for Knowledge Tracing
Language: Jupyter Notebook - Size: 237 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 6 - Forks: 1
lccasagrande/Deep-Knowledge-Tracing
An implementation of the Deep Knowledge Tracing (DKT) using Tensorflow 2.0
Language: Python - Size: 55.5 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 93 - Forks: 38
john1226966735/HAKT
Hierarchical Attention Network based Explainable Knowledge Tracing
Language: Python - Size: 4.22 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 9 - Forks: 0
john1226966735/CoKT
The source code of our knowledge tracing model CoKT (Collaborative Embedding for Knowledge Tracing).
Language: Python - Size: 33 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 0
jhljx/GKT
Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network
Language: Python - Size: 16.8 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 80 - Forks: 24
ewigspace1910/EducationwithAI
This repo contain some projects provide services could be integrated in online tutoring platforms,....
Language: Jupyter Notebook - Size: 182 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1
bagherig/riiid
Riiid! Answer Correctness Prediction
Language: Jupyter Notebook - Size: 335 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0
Kwak-JunYoung/CLinKT
Application of CL(Contrastive Learning) to Knowledge Tracing
Language: Python - Size: 198 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
THUwangcy/HawkesKT
WSDM'2021: Temporal Cross-Effects in Knowledge Tracing
Language: Jupyter Notebook - Size: 752 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 20 - Forks: 4
ckyeungac/deep-knowledge-tracing-plus
It is the DKT+ model implemented in python3 and tensorflow1.2
Language: Jupyter Notebook - Size: 8.91 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 106 - Forks: 42
tswsxk/EduData
Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education
Language: Python - Size: 3.77 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 52 - Forks: 71
TianHongZXY/pytorch-SAKT
a simple pytorch implemention of paper A Self-Attentive model for Knowledge Tracing
Language: Python - Size: 11.7 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 30 - Forks: 7
xiaopengguo/ATKT
"Enhancing Knowledge Tracing via Adversarial Training", ACM MM 2021 (Oral).
Language: Python - Size: 8.95 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 15 - Forks: 7
phanxuanphucnd/knowledge_tracing
Model AKT for Knowledge Tracing
Language: Python - Size: 1.53 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
jdxyw/deepKT
A repo for knowledge tracing implementation by PyTorch
Language: Python - Size: 1.2 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 2
meta-tabchen/KTMpapers
A paper list of Knowledge Tracing models (KTMs).
Language: Jupyter Notebook - Size: 142 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
meta-tabchen/AutoKT
🤗 AutoKT: train state-of-the-art and classical knowledge tracing models and deploy them in a scalable environment automatically.
Size: 1000 Bytes - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
Bucky-Cheng/transformer_pytorch
A PyTorch implementation of the "Attention is All You Need" Transformer model, SAINT+ Knowledge tracing model with EarlyStopping and LRSechduler .
Language: Jupyter Notebook - Size: 256 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 1
aroraakshit/deep_knowledge_tracing
Knowledge Tracing using RNN - Independent Study Project with Prof. Mike Mozer at CU
Language: Jupyter Notebook - Size: 20.7 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 1
