thosgt / kt-algos
Implementation of some popular knowledge tracing algorithms
☆13Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for kt-algos
- ☆13Updated 5 years ago
- Fit EDM main algorithms on Lalilo data☆9Updated 4 years ago
- PyTorch Implementation of Knowledge Query Network for Knowledge Tracing☆20Updated 5 years ago
- It is the code for ASSISTment data mining competition 2017☆13Updated 6 years ago
- ☆34Updated 4 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆21Updated 6 years ago
- Source code and data sets for Going Deeper with Deep Knowledge Tracing (EDM-2016)☆58Updated 7 years ago
- Dynamic Key Value Memory Networks for Knowledge Tracing☆21Updated 6 years ago
- An implementation of the Deep Knowledge Tracing (DKT) using Tensorflow 2.0☆95Updated 3 years ago
- a simple pytorch implemention of paper A Self-Attentive model for Knowledge Tracing☆35Updated last year
- Deep Knowledge Tracing - RNN modeling for ASSISTment data☆9Updated 7 years ago
- Item Response Theory in Python☆25Updated 5 years ago
- Multiple Knowledge Tracing models implemented by mxnet☆16Updated 2 years ago
- deep knowledge tracing / tensorflow implement☆49Updated 5 years ago
- It is the DKT+ model implemented in python3 and tensorflow1.2☆114Updated 5 years ago
- Build DKT (Deep Knowledge Tracing) model with TensorFlow☆47Updated 2 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆136Updated 5 years ago
- Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing☆131Updated 7 months ago
- Our implementation of the LSTM version of Deep Knowledge Tracing (DKT)☆95Updated 5 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
- Multiple Knowledge Tracing models implemented by pytorch☆13Updated 3 years ago
- DIRT:Deep Learning Enhanced Item Response Theory for Cognitive Diagnosis☆24Updated 4 years ago
- ☆14Updated 6 years ago
- 自适应学习模型 - 知识追踪☆68Updated 5 years ago
- ☆39Updated 5 years ago
- ☆61Updated 5 years ago
- A pytorch implement of "Application of Deep Self-Attention in Knowledge Tracing"☆10Updated 3 years ago
- Code for replicating results in our EDM2016 paper☆59Updated 8 years ago
- Weighted Chinese Restaurant Process model for inferring skill labels in Bayesian Knowledge Tracing☆20Updated 8 years ago
- ☆15Updated 6 years ago