inuyasha2012 / vipsyLinks
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 2 years ago
Alternatives and similar repositories for vipsy
Users that are interested in vipsy are comparing it to the libraries listed below
Sorting:
- DIRT:Deep Learning Enhanced Item Response Theory for Cognitive Diagnosis☆24Updated 5 years ago
- Cognitive Diagnosis Modeling☆22Updated this week
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆76Updated 2 years ago
- Deep Knowledge Tracing - RNN modeling for ASSISTment data☆9Updated 7 years ago
- psychometrics package, including MIRT(multidimension item response theory), IRT(item response theory),GRM(grade response theory),CAT(com…☆224Updated 6 years ago
- Bayesian Knowledge Tracing for Student Performance Prediction☆10Updated 7 years ago
- DAS3H: Modeling Student Learning and Forgetting for Optimally Scheduling Distributed Practice of Skills☆51Updated 4 years ago
- Item Response Theory in Python☆25Updated 6 years ago
- A PyTorch implementation of "Variational Item Response Theory: Fast Accurate, and Expressive"☆80Updated 5 years ago
- Command-line utility for fitting Hidden Markov Models at scale☆56Updated 2 years ago
- Parameter estimation routines for logistic Item Characteristic Curves (ICC) from Item Response Theory (IRT)☆54Updated 2 years ago
- ☆20Updated 9 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆138Updated 5 years ago
- a simple pytorch implemention of paper A Self-Attentive model for Knowledge Tracing☆36Updated last year
- Computerized Adaptive Testing Simulator☆134Updated last year
- ☆64Updated 5 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。☆22Updated 7 years ago
- Multiple Knowledge Tracing models implemented by mxnet☆18Updated 3 years ago
- Estimate the Deterministic Input, Noisy "And" Gate (DINA) cognitive diagnostic model parameters using the Gibbs sampler described by Culp…☆14Updated 4 years ago
- WSDM'2021: Temporal Cross-Effects in Knowledge Tracing☆25Updated last year
- Source code and data sets for Going Deeper with Deep Knowledge Tracing (EDM-2016)☆57Updated 8 years ago
- ☆27Updated 3 years ago
- Factoried Personalized Markov Chains for Next Basket Recommendation in R and Python☆13Updated 7 years ago
- Source code for our paper "BLOB: a probabilistic model for recommendation that combines organic and bandit signals" published at KDD 2020…☆16Updated 2 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…☆55Updated 2 years ago
- ☆16Updated last year
- Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing☆137Updated last year
- Our implementation of the LSTM version of Deep Knowledge Tracing (DKT)☆97Updated 6 years ago
- ☆40Updated 5 years ago
- ☆29Updated 2 years ago