summer-liu / Educational-Data-Mining-Recourses
A collection of useful resources in Educational Data Mining
☆9Updated 9 years ago
Related projects ⓘ
Alternatives and complementary repositories for Educational-Data-Mining-Recourses
- It is the code for ASSISTment data mining competition 2017☆13Updated 6 years ago
- Implementation of some popular knowledge tracing algorithms☆13Updated 5 years ago
- ☆13Updated 5 years ago
- Additive factors model and additive factors model with slip implemented in python☆19Updated 3 years ago
- Item Response Theory in Python☆25Updated 5 years ago
- Multiple Knowledge Tracing models implemented by mxnet☆16Updated 2 years ago
- GuruTutor is a conversational intelligent tutoring system☆9Updated 5 years ago
- ☆20Updated 8 years ago
- ☆27Updated last month
- Fit EDM main algorithms on Lalilo data☆9Updated 4 years ago
- machine learing and deep learning tutorials for education and psychology. 给心理学和教育学看的机器学习和深度学习教程☆14Updated 5 years ago
- Example code for doing MIRT (multidimensional item response theory) simulations in Python using PyMC☆49Updated 12 years ago
- ☆34Updated 4 years ago
- Feature Aware Student knowledge Tracing Toolkit. Implements HMMs with features for modeling student performance☆30Updated 2 years ago
- Cognitive Diagnosis Modeling☆22Updated 4 months ago
- Bayes Net Toolbox for Student Modeling (BNT-SM) is an effort to facilitate the use of dynamic Bayes nets in the student modeling communit…☆14Updated 12 years ago
- PyTorch Implementation of Knowledge Query Network for Knowledge Tracing☆20Updated 5 years ago
- 自适应学习模型 - 知识追踪☆68Updated 5 years ago
- Comparing models for adaptive testing (Rasch, DINA, MIRT, GenMA)☆21Updated 6 years ago
- ☆9Updated 5 years ago
- Build DKT (Deep Knowledge Tracing) model with TensorFlow☆47Updated 2 years ago
- This project contains several Deep Reinforcement Learning method and some experiments basd on OpenAi gym.☆19Updated 6 years ago
- computerized adaptive testing based on tornado☆20Updated 6 years ago
- the simulation of Thurstone Item Response Theory, include fixed forced test and adaptive forced test. 模拟瑟斯顿项目反应理论，包括固定测验和自适应测验。☆21Updated 6 years ago
- DiscourseDB Core Repository☆10Updated 4 years ago
- deep knowledge tracing / tensorflow implement☆49Updated 5 years ago
- Dynamic Key Value Memory Networks for Knowledge Tracing☆21Updated 6 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…☆48Updated last year
- Weighted Chinese Restaurant Process model for inferring skill labels in Bayesian Knowledge Tracing☆20Updated 8 years ago
- Deep learning using Recurrent Neural Networks on student code submissions; focusing on LSTMs to predict student success☆28Updated 8 years ago