Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network
☆141Mar 19, 2021Updated 5 years ago
Alternatives and similar repositories for GKT
Users that are interested in GKT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- GIKT: A Graph-based Interaction Model for Knowledge Tracing☆83Jul 17, 2021Updated 5 years ago
- Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing☆140Aug 12, 2025Updated last year
- The Model Zoo of Knowledge Tracing Models☆265Jan 2, 2024Updated 2 years ago
- It is the DKT+ model implemented in python3 and tensorflow1.2☆124Jan 8, 2019Updated 7 years ago
- ☆125Dec 4, 2020Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Hierarchical Attention Network based Explainable Knowledge Tracing☆10May 18, 2022Updated 4 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆146Oct 21, 2019Updated 6 years ago
- A collection of Knowledge Tracing model implementations with PyTorch☆193Jun 16, 2022Updated 4 years ago
- ☆56Jun 4, 2024Updated 2 years ago
- ☆29Sep 5, 2021Updated 5 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆24Mar 28, 2018Updated 8 years ago
- ☆13Oct 24, 2018Updated 7 years ago
- This is our implementation for the paper "Contrastive Learning for Knowledge Tracing" (TheWebConf 2022).☆32May 3, 2024Updated 2 years ago
- ☆91Jun 21, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆310Sep 26, 2023Updated 2 years ago
- pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models☆441Updated this week
- 自适应学习模型 - 知识追踪☆78Oct 8, 2019Updated 6 years ago
- ☆18May 22, 2020Updated 6 years ago
- Knowledge Tracing Models with PyTorch☆90Aug 11, 2024Updated 2 years ago
- EdNet is the dataset of all student-system interactions collected over 2 years by Santa, a multi-platform AI tutoring service with more t…☆384Oct 21, 2020Updated 5 years ago
- DGEKT: A Dual Graph Ensemble Learning Method for Knowlegde Tracing☆27Nov 1, 2022Updated 3 years ago
- Multiple Knowledge Tracing models implemented by mxnet☆20Sep 16, 2021Updated 5 years ago
- An implementation of the Deep Knowledge Tracing (DKT) using Tensorflow 2.0☆107Dec 4, 2020Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆15May 1, 2025Updated last year
- ☆65Nov 7, 2019Updated 6 years ago
- ☆40Dec 6, 2019Updated 6 years ago
- Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer (WWW '23)☆46Mar 24, 2025Updated last year
- ☆13Mar 24, 2023Updated 3 years ago
- Source code and data sets for Going Deeper with Deep Knowledge Tracing (EDM-2016)☆58Feb 16, 2017Updated 9 years ago
- Python implementation of Bayesian Knowledge Tracing and extensions☆280Aug 5, 2026Updated last month
- Saint+: A time series transformer model to predict users' performance of future questions.☆26Jan 26, 2021Updated 5 years ago
- ☆27Aug 20, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Learning Behavior-oriented Knowledge Tracing☆21Apr 16, 2024Updated 2 years ago
- Multiple Knowledge Tracing models implemented by pytorch☆14Aug 22, 2021Updated 5 years ago
- Implementation of the paper "Last Query Transformer RNN for knowledge tracing" in PyTorch. (Kaggle 1st place solution)☆45Apr 8, 2021Updated 5 years ago
- Our implementation of the LSTM version of Deep Knowledge Tracing (DKT)☆103May 25, 2019Updated 7 years ago
- DIRT:Deep Learning Enhanced Item Response Theory for Cognitive Diagnosis☆25Dec 4, 2019Updated 6 years ago
- Dynamic Key Value Memory Networks for Knowledge Tracing☆20Nov 1, 2018Updated 7 years ago
- Forgetting-aware Linear Bias for Attentive Knowledge Tracing☆23May 9, 2024Updated 2 years ago