knowledge-tracing
There are 17 repositories under knowledge-tracing topic.
bigdata-ustc / EduData
Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education
Language:Python 204pykt-team / pykt-toolkit
pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models
Language:Python 190- Language:Jupyter Notebook 130
hcnoh / knowledge-tracing-collection-pytorch
A collection of Knowledge Tracing model implementations with PyTorch
Language:Python 117ckyeungac / deep-knowledge-tracing-plus
It is the DKT+ model implemented in python3 and tensorflow1.2
Language:Jupyter Notebook 112- Language:Python 103
lccasagrande / Deep-Knowledge-Tracing
An implementation of the Deep Knowledge Tracing (DKT) using Tensorflow 2.0
Language:Python 94- Language:Python 85
- Language:Python 83
tswsxk / EduData
Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education
Language:Python 67- Language:Python 64
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 42TianHongZXY / pytorch-SAKT
a simple pytorch implemention of paper A Self-Attentive model for Knowledge Tracing
Language:Python 35HFUT-LEC / EduStudio
EduStudio is a Unified Library for Student Cognitive Modeling including Cognitive Diagnosis (CD) and Knowledge Tracing (KT).
Language:Python 32xiaopengguo / ATKT
"Enhancing Knowledge Tracing via Adversarial Training", ACM MM 2021 (Oral).
Language:Python 27yxonic / DTransformer
Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer (WWW '23)
Language:Python 27- Language:Jupyter Notebook 23
- Language:Python 20
john1226966735 / HAKT
Hierarchical Attention Network based Explainable Knowledge Tracing
Language:Python 10- Language:Jupyter Notebook 7
The source code of our knowledge tracing model CoKT (Collaborative Embedding for Knowledge Tracing).
Language:Python 5Kwak-JunYoung / CLinKT
Application of CL(Contrastive Learning) to Knowledge Tracing
Language:Python 2- Language:Python 2
- Language:Jupyter Notebook 1
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.
Language:Jupyter Notebook 1JayAhn0104 / Reading-List
A Curated List of Learning Materials on Machine Learning
Resources About Student Cognitive Modeling
0umass-ml4ed / Neurips-Challenge-22
UMass Amherst ML4Ed lab submission for Neurips Casual Modeling challenge
Language:Python 0- deep_knowledge_tracing
aroraakshit / deep_knowledge_tracing
Knowledge Tracing using RNN - Independent Study Project with Prof. Mike Mozer at CU
Language:Jupyter Notebook 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 Notebookmeta-tabchen / AutoKT
🤗 AutoKT: train state-of-the-art and classical knowledge tracing models and deploy them in a scalable environment automatically.
A paper list of Knowledge Tracing models (KTMs).
Language:Jupyter Notebook
