It is the Deep-IRT model implemented in python3 and tensorflow1.13. Deep-IRT model extends the DKVMN model by cooperating with the IRT model.
☆57Feb 15, 2023Updated 3 years ago
Alternatives and similar repositories for DeepIRT
Users that are interested in DeepIRT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- DIRT:Deep Learning Enhanced Item Response Theory for Cognitive Diagnosis☆25Dec 4, 2019Updated 6 years ago
- Multiple Knowledge Tracing models implemented by mxnet☆17Oct 20, 2022Updated 3 years ago
- It is the DKT+ model implemented in python3 and tensorflow1.2☆122Jan 8, 2019Updated 7 years ago
- ☆13Sep 1, 2019Updated 6 years ago
- Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing☆139Aug 12, 2025Updated 8 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆143Oct 21, 2019Updated 6 years ago
- Dynamic Key Value Memory Networks for Knowledge Tracing☆20Nov 1, 2018Updated 7 years ago
- ☆92Jun 21, 2024Updated last year
- Pytorch implementation of DKVMN☆23Jun 11, 2020Updated 5 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆23Mar 28, 2018Updated 8 years ago
- a simple pytorch implemention of paper A Self-Attentive model for Knowledge Tracing☆37Jul 23, 2023Updated 2 years ago
- ☆65Nov 7, 2019Updated 6 years ago
- Our implementation of the LSTM version of Deep Knowledge Tracing (DKT)☆101May 25, 2019Updated 6 years ago
- An implementation of the Deep Knowledge Tracing (DKT) using Tensorflow 2.0☆107Dec 4, 2020Updated 5 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- A PyTorch implementation of "Variational Item Response Theory: Fast Accurate, and Expressive"☆81May 28, 2020Updated 5 years ago
- Implementation of some popular knowledge tracing algorithms☆13Sep 27, 2019Updated 6 years ago
- ☆28Sep 5, 2021Updated 4 years ago
- Example code for doing MIRT (multidimensional item response theory) simulations in Python using PyMC☆53Jul 16, 2012Updated 13 years ago
- Parameter estimation routines for logistic Item Characteristic Curves (ICC) from Item Response Theory (IRT)☆54Mar 27, 2023Updated 3 years ago
- ☆170Mar 8, 2023Updated 3 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆22Aug 24, 2021Updated 4 years ago
- deep knowledge tracing / tensorflow implement☆52Mar 20, 2019Updated 7 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…☆58Jan 19, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network☆134Mar 19, 2021Updated 5 years ago
- A repo for knowledge tracing implementation by PyTorch☆28Nov 5, 2021Updated 4 years ago
- PyTorch Implementation of Knowledge Query Network for Knowledge Tracing☆23Jul 12, 2019Updated 6 years ago
- Knowledge Tracing Models with PyTorch☆91Aug 11, 2024Updated last year
- Item Response Theory in Python☆24Mar 15, 2019Updated 7 years ago
- ☆42Aug 14, 2019Updated 6 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
- 自适应学习模型 - 知识追踪☆76Oct 8, 2019Updated 6 years ago
- ☆56Jun 4, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- ☆29Jun 15, 2023Updated 2 years ago
- An Intelligent Tutoring System (ITS) using various algorithms from literature.☆14Jan 7, 2023Updated 3 years ago
- 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
- A collection of Knowledge Tracing model implementations with PyTorch☆188Jun 16, 2022Updated 3 years ago
- ☆15Mar 15, 2018Updated 8 years ago
- The simulator for education☆28Aug 1, 2021Updated 4 years ago