A collection of Knowledge Tracing model implementations with PyTorch
☆189Jun 16, 2022Updated 3 years ago
Alternatives and similar repositories for knowledge-tracing-collection-pytorch
Users that are interested in knowledge-tracing-collection-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The Model Zoo of Knowledge Tracing Models☆254Jan 2, 2024Updated 2 years ago
- pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models☆395Apr 30, 2026Updated last week
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆294Sep 26, 2023Updated 2 years ago
- Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network☆134Mar 19, 2021Updated 5 years ago
- ☆55Jun 4, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- The code corresponding to paper RKT : Relation-Aware Self-Attention for Knowledge Tracing☆44Mar 12, 2021Updated 5 years ago
- Deep Knowledge Tracing with Transformers (Light Version)☆17Apr 29, 2023Updated 3 years ago
- GIKT: A Graph-based Interaction Model for Knowledge Tracing☆80Jul 17, 2021Updated 4 years ago
- Pytorch implementation of DKVMN☆22Jun 11, 2020Updated 5 years ago
- A pytorch implement of "Application of Deep Self-Attention in Knowledge Tracing"☆10May 21, 2021Updated 4 years ago
- a simple pytorch implemention of paper A Self-Attentive model for Knowledge Tracing☆37Jul 23, 2023Updated 2 years ago
- Official Pytorch implementation of "LANA: Towards Personalized Deep Knowledge Tracing Through Distinguishable Interactive Sequences"☆21Apr 28, 2021Updated 5 years ago
- Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing☆139Aug 12, 2025Updated 8 months ago
- ☆121Dec 4, 2020Updated 5 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.
- Saint+: A time series transformer model to predict users' performance of future questions.☆25Jan 26, 2021Updated 5 years ago
- This is our implementation for the paper "Contrastive Learning for Knowledge Tracing" (TheWebConf 2022).☆30May 3, 2024Updated 2 years ago
- Simple and performant implementations of learner performance prediction algorithms.☆54Jun 17, 2024Updated last year
- A repo for knowledge tracing implementation by PyTorch☆28Nov 5, 2021Updated 4 years ago
- Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer (WWW '23)☆44Mar 24, 2025Updated last year
- WSDM'2021: Temporal Cross-Effects in Knowledge Tracing☆28Sep 14, 2023Updated 2 years ago
- Implementation of [SAINT+: Integrating Temporal Features for EdNet Correctness Prediction](https://arxiv.org/abs/2010.12042)☆61Nov 16, 2021Updated 4 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…☆366Oct 21, 2020Updated 5 years ago
- Multiple Knowledge Tracing models implemented by pytorch☆13Aug 22, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- SAINT PyTorch implementation☆93Apr 26, 2022Updated 4 years ago
- ☆16May 14, 2024Updated last year
- It is the Deep-IRT model implemented in python3 and tensorflow1.13. Deep-IRT model extends the DKVMN model by cooperating with the IRT mo…☆58Feb 15, 2023Updated 3 years ago
- ☆27Aug 20, 2021Updated 4 years ago
- ☆28Sep 5, 2021Updated 4 years ago
- The Model Zoo of Cognitive Diagnosis Models, including classic Item Response Ranking (IRT), Multidimensional Item Response Ranking (MIRT)…☆186Oct 25, 2024Updated last year
- It is the DKT+ model implemented in python3 and tensorflow1.2☆123Jan 8, 2019Updated 7 years ago
- Efficient implementations for handling large-scale student log data and knowledge tracing algorithms.☆38Nov 3, 2025Updated 6 months ago
- 自适应学习模型 - 知识追踪☆76Oct 8, 2019Updated 6 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.
- Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing -Paper Implementation on "Riiid! Answer Correctness Predic…☆31Dec 17, 2020Updated 5 years ago
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆81May 3, 2023Updated 3 years ago
- Learning Behavior-oriented Knowledge Tracing☆19Apr 16, 2024Updated 2 years ago
- An implementation of the Deep Knowledge Tracing (DKT) using Tensorflow 2.0☆107Dec 4, 2020Updated 5 years ago
- we build a student simulator with our concept-aware deep knowledge tracing model, and then use it to train a flexible and scalable person…☆59Jan 19, 2023Updated 3 years ago
- Multiple Knowledge Tracing models implemented by mxnet☆17Oct 20, 2022Updated 3 years ago
- DGEKT: A Dual Graph Ensemble Learning Method for Knowlegde Tracing☆25Nov 1, 2022Updated 3 years ago