Soptq / LANA-pytorch
Official Pytorch implementation of "LANA: Towards Personalized Deep Knowledge Tracing Through Distinguishable Interactive Sequences"
☆21Updated 4 years ago
Alternatives and similar repositories for LANA-pytorch:
Users that are interested in LANA-pytorch are comparing it to the libraries listed below
- ☆54Updated 11 months ago
- A pytorch implement of "Application of Deep Self-Attention in Knowledge Tracing"☆10Updated 3 years ago
- WSDM'2021: Temporal Cross-Effects in Knowledge Tracing☆25Updated last year
- The code corresponding to paper RKT : Relation-Aware Self-Attention for Knowledge Tracing☆45Updated 4 years ago
- ☆64Updated 5 years ago
- GIKT: A Graph-based Interaction Model for Knowledge Tracing☆74Updated 3 years ago
- ☆18Updated 4 years ago
- 2021 CIKM: source code for the Multi-Factors Aware Dual-Attentional Knowledge Tracing (MF-DAKT)☆16Updated 2 years ago
- ☆102Updated 4 years ago
- DIRT:Deep Learning Enhanced Item Response Theory for Cognitive Diagnosis☆24Updated 5 years ago
- ☆28Updated 3 years ago
- Multiple Knowledge Tracing models implemented by mxnet☆18Updated 3 years ago
- a simple pytorch implemention of paper A Self-Attentive model for Knowledge Tracing☆36Updated last year
- Multiple Knowledge Tracing models implemented by pytorch☆13Updated 3 years ago
- Knowledge Tracing Models with PyTorch☆87Updated 8 months ago
- ☆16Updated 3 years ago
- Hierarchical Attention Network based Explainable Knowledge Tracing☆10Updated 2 years ago
- ☆34Updated 5 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆21Updated 7 years ago
- "Enhancing Knowledge Tracing via Adversarial Training", ACM MM 2021 (Oral).☆28Updated 3 years ago
- Implementation of Improving Knowledge Tracing with Collaborative Information☆17Updated 3 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆135Updated 5 years ago
- Pytorch implementation of DKVMN☆23Updated 4 years ago
- This is our implementation for the paper "Contrastive Learning for Knowledge Tracing" (TheWebConf 2022).☆28Updated last year
- ☆83Updated 10 months ago
- ☆13Updated 6 years ago
- Implementation of paper "A Self-Attentive model for Knowledge Tracing"☆45Updated 4 years ago
- It is the DKT+ model implemented in python3 and tensorflow1.2☆116Updated 6 years ago
- ☆13Updated 2 years ago
- PyTorch Implementation of Knowledge Query Network for Knowledge Tracing☆20Updated 5 years ago