Python implementation of Bayesian Knowledge Tracing and extensions
☆273Aug 5, 2026Updated last week
Alternatives and similar repositories for pyBKT
Users that are interested in pyBKT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing☆140Aug 12, 2025Updated last year
- ☆29Jun 15, 2023Updated 3 years ago
- It is the DKT+ model implemented in python3 and tensorflow1.2☆124Jan 8, 2019Updated 7 years ago
- A collection of Knowledge Tracing model implementations with PyTorch☆193Jun 16, 2022Updated 4 years ago
- GIKT: A Graph-based Interaction Model for Knowledge Tracing☆82Jul 17, 2021Updated 5 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.
- Our implementation of the LSTM version of Deep Knowledge Tracing (DKT)☆102May 25, 2019Updated 7 years ago
- The Model Zoo of Knowledge Tracing Models☆263Jan 2, 2024Updated 2 years ago
- Multiple Knowledge Tracing models implemented by pytorch☆14Aug 22, 2021Updated 4 years ago
- pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models☆427Jul 21, 2026Updated 3 weeks ago
- Open Source Intelligent Tutoring System w/ BKT (ReactJS and Firebase)☆240Updated this week
- ☆126Dec 4, 2020Updated 5 years ago
- development moved to https://github.com/myudelson/hmm-scalable☆38May 7, 2019Updated 7 years ago
- "Enhancing Knowledge Tracing via Adversarial Training", ACM MM 2021 (Oral).☆33Nov 1, 2021Updated 4 years ago
- Scikit-learn style implementation of Deep Knowledge Tracing models based on pytorch.☆14Jan 27, 2022Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- DIRT:Deep Learning Enhanced Item Response Theory for Cognitive Diagnosis☆25Dec 4, 2019Updated 6 years ago
- A PyTorch implementation of "Variational Item Response Theory: Fast Accurate, and Expressive"☆82May 28, 2020Updated 6 years ago
- ☆16Mar 15, 2018Updated 8 years ago
- The code corresponding to paper RKT : Relation-Aware Self-Attention for Knowledge Tracing☆45Mar 12, 2021Updated 5 years ago
- ☆13Oct 24, 2018Updated 7 years ago
- ☆92Jun 21, 2024Updated 2 years ago
- Pytorch implementation of DKVMN☆22Jun 11, 2020Updated 6 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…☆377Oct 21, 2020Updated 5 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆146Oct 21, 2019Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Simple and performant implementations of learner performance prediction algorithms.☆54Jun 17, 2024Updated 2 years ago
- Pretty collections of tools for educational data mining.☆11Aug 1, 2021Updated 5 years ago
- ☆28Aug 20, 2021Updated 4 years ago
- Build DKT (Deep Knowledge Tracing) model with TensorFlow☆49Dec 25, 2021Updated 4 years ago
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆83May 3, 2023Updated 3 years ago
- Implementation of paper "A Self-Attentive model for Knowledge Tracing"☆50Dec 10, 2020Updated 5 years ago
- SAINT PyTorch implementation☆94Apr 26, 2022Updated 4 years ago
- Multiple Knowledge Tracing models implemented by mxnet☆20Sep 16, 2021Updated 4 years ago
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆307Sep 26, 2023Updated 2 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.
- This is the concept acquisition pipeline for the concept graph construction of scientific☆33Nov 26, 2020Updated 5 years ago
- This is our implementation for the paper "Contrastive Learning for Knowledge Tracing" (TheWebConf 2022).☆32May 3, 2024Updated 2 years ago
- Code for replicating results in our EDM2016 paper☆59Jun 9, 2016Updated 10 years ago
- Implementation of the paper "Last Query Transformer RNN for knowledge tracing" in PyTorch. (Kaggle 1st place solution)☆46Apr 8, 2021Updated 5 years ago
- Bayesian IRT models in Python☆170Updated this week
- Implementation of [SAINT+: Integrating Temporal Features for EdNet Correctness Prediction](https://arxiv.org/abs/2010.12042)☆62Nov 16, 2021Updated 4 years ago
- A pytorch implement of "Application of Deep Self-Attention in Knowledge Tracing"☆10May 21, 2021Updated 5 years ago