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
☆58Jan 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:
- ☆13Sep 1, 2019Updated 6 years ago
- PyTorch Implementation of Knowledge Query Network for Knowledge Tracing☆23Jul 12, 2019Updated 6 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆143Oct 21, 2019Updated 6 years ago
- ☆34Dec 2, 2019Updated 6 years ago
- Dynamic Key Value Memory Networks for Knowledge Tracing☆20Nov 1, 2018Updated 7 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.
- ☆92Jun 21, 2024Updated last year
- Multiple Knowledge Tracing models implemented by mxnet☆17Oct 20, 2022Updated 3 years ago
- The simulator for education☆28Aug 1, 2021Updated 4 years ago
- 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…☆57Feb 15, 2023Updated 3 years ago
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆289Sep 26, 2023Updated 2 years ago
- Multiple Knowledge Tracing models implemented by pytorch☆13Aug 22, 2021Updated 4 years ago
- Item Response Theory in Python☆25Mar 15, 2019Updated 7 years ago
- The simulator for education☆16Mar 16, 2021Updated 5 years ago
- Official Pytorch implementation of "LANA: Towards Personalized Deep Knowledge Tracing Through Distinguishable Interactive Sequences"☆21Apr 28, 2021Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models☆363Jan 13, 2026Updated 2 months ago
- It is the DKT+ model implemented in python3 and tensorflow1.2☆122Jan 8, 2019Updated 7 years ago
- Comparing models for adaptive testing (Rasch, DINA, MIRT, GenMA)☆21Aug 28, 2018Updated 7 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆23Mar 28, 2018Updated 7 years ago
- Saint+: A time series transformer model to predict users' performance of future questions.☆25Jan 26, 2021Updated 5 years ago
- Hierarchical Attention Network based Explainable Knowledge Tracing☆10May 18, 2022Updated 3 years ago
- Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network☆133Mar 19, 2021Updated 5 years ago
- ☆27Aug 20, 2021Updated 4 years ago
- Our implementation of the LSTM version of Deep Knowledge Tracing (DKT)☆101May 25, 2019Updated 6 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.
- It is the code for ASSISTment data mining competition 2017☆13May 28, 2018Updated 7 years ago
- This repository lists the common public dataset used in educational data mining community.☆33Dec 18, 2018Updated 7 years ago
- source code for the paper Deep Knowledge Tracing☆305Dec 16, 2015Updated 10 years ago
- 基于深度知识追踪（GIKT）模型的习题推荐系统的设计与实现☆55Jun 23, 2024Updated last year
- Learning Behavior-oriented Knowledge Tracing☆18Apr 16, 2024Updated last year
- ☆65Nov 7, 2019Updated 6 years ago
- Source code and data sets for Going Deeper with Deep Knowledge Tracing (EDM-2016)☆57Feb 16, 2017Updated 9 years ago
- ☆13Oct 24, 2018Updated 7 years ago
- ☆40Dec 6, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- DIRT:Deep Learning Enhanced Item Response Theory for Cognitive Diagnosis☆25Dec 4, 2019Updated 6 years ago
- Implementation of Improving Knowledge Tracing with Collaborative Information☆17Dec 25, 2021Updated 4 years ago
- Portable library for binary (bi-valued) image processing☆14Jun 12, 2024Updated last year
- Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer (WWW '23)☆44Mar 24, 2025Updated last year
- DAS3H: Modeling Student Learning and Forgetting for Optimally Scheduling Distributed Practice of Skills☆53Dec 8, 2020Updated 5 years ago
- ☆41Aug 14, 2019Updated 6 years ago
- An implementation of the Deep Knowledge Tracing (DKT) using Tensorflow 2.0☆107Dec 4, 2020Updated 5 years ago