we build a student simulator with our concept-aware deep knowledge tracing model, and then use it to train a flexible and scalable personalized exercise recommendation policy with deep reinforcement learning
☆63Jan 19, 2023Updated 3 years ago
Alternatives and similar repositories for Exercise-Recommendation-System
Users that are interested in Exercise-Recommendation-System are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 自适应学习模型 - 知识追踪☆78Oct 8, 2019Updated 6 years ago
- ☆13Sep 1, 2019Updated 7 years ago
- PyTorch Implementation of Knowledge Query Network for Knowledge Tracing☆24Jul 12, 2019Updated 7 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆146Oct 21, 2019Updated 6 years ago
- ☆35Dec 2, 2019Updated 6 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Implementation of some popular knowledge tracing algorithms☆13Sep 27, 2019Updated 7 years ago
- Dynamic Key Value Memory Networks for Knowledge Tracing☆20Nov 1, 2018Updated 7 years ago
- ☆91Jun 21, 2024Updated 2 years ago
- Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing☆140Aug 12, 2025Updated last year
- The simulator for education☆29Aug 1, 2021Updated 5 years ago
- ☆10Jan 28, 2019Updated 7 years ago
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆310Sep 26, 2023Updated 3 years ago
- Item Response Theory in Python☆24Mar 15, 2019Updated 7 years ago
- The simulator for education☆17Mar 16, 2021Updated 5 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.
- Official Pytorch implementation of "LANA: Towards Personalized Deep Knowledge Tracing Through Distinguishable Interactive Sequences"☆22Apr 28, 2021Updated 5 years ago
- It is the DKT+ model implemented in python3 and tensorflow1.2☆124Jan 8, 2019Updated 7 years ago
- Comparing models for adaptive testing (Rasch, DINA, MIRT, GenMA)☆21Aug 28, 2018Updated 8 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆24Mar 28, 2018Updated 8 years ago
- Saint+: A time series transformer model to predict users' performance of future questions.☆26Jan 26, 2021Updated 5 years ago
- It is the code for ASSISTment data mining competition 2017☆13May 28, 2018Updated 8 years ago
- Hierarchical Attention Network based Explainable Knowledge Tracing☆10May 18, 2022Updated 4 years ago
- Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network☆141Mar 19, 2021Updated 5 years ago
- The code corresponding to paper RKT : Relation-Aware Self-Attention for Knowledge Tracing☆45Mar 12, 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.
- ☆27Aug 20, 2021Updated 5 years ago
- This repository lists the common public dataset used in educational data mining community.☆35Dec 18, 2018Updated 7 years ago
- ☆40Dec 6, 2019Updated 6 years ago
- source code for the paper Deep Knowledge Tracing☆313Dec 16, 2015Updated 10 years ago
- ☆65Nov 7, 2019Updated 6 years ago
- RL Recommendation System☆13Aug 30, 2019Updated 7 years ago
- Source code and data sets for Going Deeper with Deep Knowledge Tracing (EDM-2016)☆58Feb 16, 2017Updated 9 years ago
- ☆13Oct 24, 2018Updated 7 years ago
- Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer (WWW '23)☆46Mar 24, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Implementation of Improving Knowledge Tracing with Collaborative Information☆18Dec 25, 2021Updated 4 years ago
- A collection of Knowledge Tracing model implementations with PyTorch☆193Jun 16, 2022Updated 4 years ago
- ☆15May 1, 2025Updated last year
- Knowledge Graph-based Recommendation System Framework☆21Aug 18, 2024Updated 2 years ago
- An implementation of the Deep Knowledge Tracing (DKT) using Tensorflow 2.0☆107Dec 4, 2020Updated 5 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
- GuruTutor is a conversational intelligent tutoring system☆10Jun 27, 2019Updated 7 years ago