jarviszhb / KnowledgeTracingLinks
Some implementations of knowledge tracing with pytorch
☆26Updated 4 years ago
Alternatives and similar repositories for KnowledgeTracing
Users that are interested in KnowledgeTracing are comparing it to the libraries listed below
Sorting:
- ☆110Updated 4 years ago
- ☆86Updated last year
- Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network☆126Updated 4 years ago
- Implementation of paper "A Self-Attentive model for Knowledge Tracing"☆46Updated 4 years ago
- A pytorch implement of "Application of Deep Self-Attention in Knowledge Tracing"☆10Updated 4 years ago
- The code corresponding to paper RKT : Relation-Aware Self-Attention for Knowledge Tracing☆45Updated 4 years ago
- It is the DKT+ model implemented in python3 and tensorflow1.2☆119Updated 6 years ago
- The Model Zoo of Knowledge Tracing Models☆227Updated last year
- Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing -Paper Implementation on "Riiid! Answer Correctness Predic…☆30Updated 4 years ago
- ☆54Updated last year
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆22Updated 3 years ago
- GIKT: A Graph-based Interaction Model for Knowledge Tracing☆74Updated 4 years ago
- Official Pytorch implementation of "LANA: Towards Personalized Deep Knowledge Tracing Through Distinguishable Interactive Sequences"☆21Updated 4 years ago
- Knowledge Tracing Models with PyTorch☆87Updated last year
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆269Updated last year
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆22Updated 7 years ago
- ☆13Updated 2 years ago
- ☆28Updated 3 years ago
- An implementation of the Deep Knowledge Tracing (DKT) using Tensorflow 2.0☆100Updated 4 years ago
- ☆18Updated 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…☆55Updated 2 years ago
- SAINT PyTorch implementation☆89Updated 3 years ago
- Pytorch implementation of DKVMN☆23Updated 5 years ago
- Implementation of Improving Knowledge Tracing with Collaborative Information☆17Updated 3 years ago
- Simple and performant implementations of learner performance prediction algorithms.☆51Updated last year
- This is our implementation for the paper "Contrastive Learning for Knowledge Tracing" (TheWebConf 2022).☆29Updated last year
- Implementation of the paper "Last Query Transformer RNN for knowledge tracing" in PyTorch. (Kaggle 1st place solution)☆45Updated 4 years ago
- The code is related to the paper SGKT: Session Graph-Based Knowledge Tracing for Student Performance Prediction☆19Updated 3 years ago
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆76Updated 2 years ago
- Multiple Knowledge Tracing models implemented by pytorch☆13Updated 4 years ago