Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education
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Updated
Sep 26, 2023 - Python
Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education
pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models
A collection of Knowledge Tracing model implementations with PyTorch
Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network
An implementation of the Deep Knowledge Tracing (DKT) using Tensorflow 2.0
Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education
GIKT: A Graph-based Interaction Model for Knowledge Tracing
Implementation of the paper "Last Query Transformer RNN for knowledge tracing" in PyTorch. (Kaggle 1st place solution)
EduStudio is a Unified Library for Student Cognitive Modeling including Cognitive Diagnosis (CD) and Knowledge Tracing (KT).
a simple pytorch implemention of paper A Self-Attentive model for Knowledge Tracing
Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer (WWW '23)
"Enhancing Knowledge Tracing via Adversarial Training", ACM MM 2021 (Oral).
A repo for knowledge tracing implementation by PyTorch
Hierarchical Attention Network based Explainable Knowledge Tracing
The source code of our knowledge tracing model CoKT (Collaborative Embedding for Knowledge Tracing).
Application of CL(Contrastive Learning) to Knowledge Tracing
UMass Amherst ML4Ed lab submission for Neurips Casual Modeling challenge
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