knowledge-tracing-models

There are 2 repositories under knowledge-tracing-models topic.

• pykt-team / pykt-toolkit

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

  deep-learningdktgktknowledge-tracingknowledge-tracing-models
  Language:Python 189

• bigdata-ustc / EduKTM

  The Model Zoo of Knowledge Tracing Models

  knowledge-tracing-modelskptekptdynamic-cognitive-diagnosisdeep-knowledge-tracingdktdkt-plusdeep-knowledge-tracing-plusaktlpktgktsktdkvmn
  Language:Python 174

• jhljx / GKT

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

  knowledge-tracingknowledge-tracing-modelsgraph-based-learninggraph-based-modeledge-inferencetime-serieseducational-data-mining
  Language:Python 102

• shivanandmn / SAINT_plus-Knowledge-Tracing-

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

  knowledge-tracing-modelspytorchattention-mechanism
  Language:Python 55

• shivanandmn / Knowledge-Tracing-SAINT

  Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing -Paper Implementation on "Riiid! Answer Correctness Prediction", Kaggle Competition

  pytorch-implementationknowledge-tracing-modelskaggle-dataset
  Language:Python 26

• tswsxk / XKT

  Multiple Knowledge Tracing models implemented by mxnet

  knowledge-tracing-modelsdktmxnetdkvmndkt-plusgktsktgraph-based-knowledge-tracingstructure-based-knowledge-tracing
  Language:Python 15

• tswsxk / TKT

  Multiple Knowledge Tracing models implemented by pytorch

  knowledge-tracing-modelsdktpytorchdkt-plus
  Language:Python 13

• meta-tabchen / AutoKT

  🤗 AutoKT: train state-of-the-art and classical knowledge tracing models and deploy them in a scalable environment automatically.

  knowledge-tracingknowledge-tracing-models

• meta-tabchen / KTMpapers

  A paper list of Knowledge Tracing models (KTMs).

  knowledge-tracing-modelsknowledge-tracing
  Language:Jupyter Notebook