inuyasha2012 / vipsy
变分推断在教育测量模型中的应用（项目反应理论，认知诊断模型） variational inference for psychometrics model (item response theoy, cognitive diagnosis models)
☆17Updated last year
Related projects ⓘ
Alternatives and complementary repositories for vipsy
- DIRT:Deep Learning Enhanced Item Response Theory for Cognitive Diagnosis☆24Updated 4 years ago
- Cognitive Diagnosis Modeling☆22Updated 4 months ago
- GDINA☆29Updated this week
- A PyTorch implementation of "Variational Item Response Theory: Fast Accurate, and Expressive"☆72Updated 4 years ago
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆71Updated last year
- Bayesian Knowledge Tracing for Student Performance Prediction☆10Updated 7 years ago
- The simulator for education☆22Updated 3 years ago
- Item Response Theory in Python☆25Updated 5 years ago
- Deep Knowledge Tracing - RNN modeling for ASSISTment data☆9Updated 7 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…☆52Updated last year
- WSDM'2021: Temporal Cross-Effects in Knowledge Tracing☆25Updated last year
- Multiple Knowledge Tracing models implemented by mxnet☆19Updated 3 years ago
- ☆39Updated 5 years ago
- 自适应学习模型 - 知识追踪☆68Updated 5 years ago
- Computerized Adaptive Testing☆45Updated 3 months ago
- Parameter estimation routines for logistic Item Characteristic Curves (ICC) from Item Response Theory (IRT)☆54Updated last year
- psychometrics package, including MIRT(multidimension item response theory), IRT(item response theory),GRM(grade response theory),CAT(com…☆214Updated 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
- Efficient implementations for handling large-scale student log data and knowledge tracing algorithms.☆33Updated last year
- 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
- The simulator for education☆15Updated 3 years ago
- a simple pytorch implemention of paper A Self-Attentive model for Knowledge Tracing☆35Updated last year
- ☆52Updated 5 months ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆136Updated 5 years ago
- ☆34Updated 4 years ago
- The Model Zoo of Cognitive Diagnosis Models, including classic Item Response Ranking (IRT), Multidimensional Item Response Ranking (MIRT)…☆124Updated 3 weeks ago
- A pytorch implement of "Application of Deep Self-Attention in Knowledge Tracing"☆10Updated 3 years ago
- ☆61Updated 5 years ago
- ☆140Updated last year
- Multiple Knowledge Tracing models implemented by mxnet☆16Updated 2 years ago