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2016-edm

Source code and data sets for Going Deeper with Deep Knowledge Tracing (EDM-2016)

akt

cdakt

deepirt-tensorflow

It is the Deep-IRT model implemented in python3 and tensorflow1.13. Deep-IRT model extends the DKVMN model by cooperating with the IRT model.

deepknowledgetracing

source code for the paper Deep Knowledge Tracing

deepknowledgetracing-1

Pytorch implementation for Deep Knowledge tracing

deepknowledgetracing-dkt-pytorch

deepkt-pytorch

A repo for knowledge tracing implementation by PyTorch

dkt-dina

dkt-dsc

educdm

The Model Zoo of Cognitive Diagnosis Models, including classic Item Response Ranking (IRT), Multidimensional Item Response Ranking (MIRT), Deterministic Input, Noisy "And" model(DINA), and advanced Fuzzy Cognitive Diagnosis Framework (FuzzyCDF), Neural Cognitive Diagnosis Model (NCDM) and Item Response Ranking framework (IRR).

edustudio

EduStudio is a Unified and Templatized Framework for Student Assessment Models including Cognitive Diagnosis(CD) and Knowledge Tracing(KT).

ekt

example01

the first example

knowledgetracing

Some implementations of knowledge tracing with pytorch

neural-style-pytorch

Neural Style implementation in PyTorch! :art:

neural_cognitive_diagnosis-neuralcd

pykt-toolkit

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

saint_plus-knowledge-tracing-

Implementation of [SAINT+: Integrating Temporal Features for EdNet Correctness Prediction](https://arxiv.org/abs/2010.12042)

teachaugment

Official Implementation of TeachAugment: Data Augmentation Optimization Using Teacher Knowledge (CVPR2022, Oral)