hcnoh / knowledge-tracing-collection-pytorch
A collection of Knowledge Tracing model implementations with PyTorch
☆145Updated 2 years ago
Alternatives and similar repositories for knowledge-tracing-collection-pytorch:
Users that are interested in knowledge-tracing-collection-pytorch are comparing it to the libraries listed below
- Knowledge Tracing Models with PyTorch☆87Updated 5 months ago
- Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network☆118Updated 3 years ago
- ☆97Updated 4 years ago
- The Model Zoo of Knowledge Tracing Models☆202Updated last year
- This is our implementation for the paper "Contrastive Learning for Knowledge Tracing" (TheWebConf 2022).☆26Updated 8 months ago
- GIKT: A Graph-based Interaction Model for Knowledge Tracing☆71Updated 3 years ago
- pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models☆247Updated last month
- ☆54Updated 7 months ago
- Implementation of Improving Knowledge Tracing with Collaborative Information☆17Updated 3 years ago
- Simple and performant implementations of learner performance prediction algorithms.☆47Updated 7 months ago
- Implementation of paper "A Self-Attentive model for Knowledge Tracing"☆43Updated 4 years ago
- 2021 CIKM: source code for the Multi-Factors Aware Dual-Attentional Knowledge Tracing (MF-DAKT)☆16Updated last year
- The code corresponding to paper RKT : Relation-Aware Self-Attention for Knowledge Tracing☆42Updated 3 years ago
- An implementation of the Deep Knowledge Tracing (DKT) using Tensorflow 2.0☆98Updated 4 years ago
- Scikit-learn style implementation of Deep Knowledge Tracing models based on pytorch.☆14Updated 3 years ago
- WSDM'2021: Temporal Cross-Effects in Knowledge Tracing☆25Updated last year
- Pytorch implementation of DKVMN☆24Updated 4 years ago
- Implementation of [SAINT+: Integrating Temporal Features for EdNet Correctness Prediction](https://arxiv.org/abs/2010.12042)☆56Updated 3 years ago
- ☆11Updated last year
- ☆80Updated 7 months ago
- ☆15Updated 3 years ago
- ☆15Updated 8 months ago
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆241Updated last year
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆20Updated 3 years ago
- It is the DKT+ model implemented in python3 and tensorflow1.2☆115Updated 6 years ago
- Efficient implementations for handling large-scale student log data and knowledge tracing algorithms.☆33Updated last year
- Pytorch implementation for Deep Knowledge tracing☆37Updated 6 years ago
- ☆27Updated 3 years ago
- Monotonic Attention based ConvBERT for Knowledge Tracing☆14Updated 2 years ago
- Official Pytorch implementation of "LANA: Towards Personalized Deep Knowledge Tracing Through Distinguishable Interactive Sequences"☆20Updated 3 years ago