a simple pytorch implemention of paper A Self-Attentive model for Knowledge Tracing
☆37Jul 23, 2023Updated 2 years ago
Alternatives and similar repositories for pytorch-SAKT
Users that are interested in pytorch-SAKT are comparing it to the libraries listed below
Sorting:
- Knowledge Tracing Models with PyTorch☆89Aug 11, 2024Updated last year
- Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing -Paper Implementation on "Riiid! Answer Correctness Predic…☆31Dec 17, 2020Updated 5 years ago
- Pytorch implementation of DKVMN☆23Jun 11, 2020Updated 5 years ago
- Implementation of paper "A Self-Attentive model for Knowledge Tracing"☆49Dec 10, 2020Updated 5 years ago
- ☆121Dec 4, 2020Updated 5 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆143Oct 21, 2019Updated 6 years ago
- ☆40Dec 6, 2019Updated 6 years ago
- It is the DKT+ model implemented in python3 and tensorflow1.2☆122Jan 8, 2019Updated 7 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…☆57Feb 15, 2023Updated 3 years ago
- Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing☆139Aug 12, 2025Updated 6 months ago
- ☆56Jun 4, 2024Updated last year
- Implementation of [SAINT+: Integrating Temporal Features for EdNet Correctness Prediction](https://arxiv.org/abs/2010.12042)☆59Nov 16, 2021Updated 4 years ago
- ☆65Nov 7, 2019Updated 6 years ago
- ☆18May 22, 2020Updated 5 years ago
- ☆28Sep 5, 2021Updated 4 years ago
- source code for the paper Deep Knowledge Tracing☆304Dec 16, 2015Updated 10 years ago
- SAINT PyTorch implementation☆92Apr 26, 2022Updated 3 years ago
- GIKT: A Graph-based Interaction Model for Knowledge Tracing☆79Jul 17, 2021Updated 4 years ago
- DAS3H: Modeling Student Learning and Forgetting for Optimally Scheduling Distributed Practice of Skills☆52Dec 8, 2020Updated 5 years ago
- 自适应学习模型 - 知识追踪☆76Oct 8, 2019Updated 6 years ago
- An implementation of the Deep Knowledge Tracing (DKT) using Tensorflow 2.0☆106Dec 4, 2020Updated 5 years ago
- deep knowledge tracing / tensorflow implement☆51Mar 20, 2019Updated 6 years ago
- Multiple Knowledge Tracing models implemented by mxnet☆17Oct 20, 2022Updated 3 years ago
- A collection of Knowledge Tracing model implementations with PyTorch☆180Jun 16, 2022Updated 3 years ago
- DIRT:Deep Learning Enhanced Item Response Theory for Cognitive Diagnosis☆25Dec 4, 2019Updated 6 years ago
- Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network☆133Mar 19, 2021Updated 4 years ago
- Our implementation of the LSTM version of Deep Knowledge Tracing (DKT)☆101May 25, 2019Updated 6 years ago
- Simple and performant implementations of learner performance prediction algorithms.☆53Jun 17, 2024Updated last year
- This repository lists the common public dataset used in educational data mining community.☆32Dec 18, 2018Updated 7 years ago
- ☆12Mar 8, 2022Updated 3 years ago
- Multiple Knowledge Tracing models implemented by pytorch☆13Aug 22, 2021Updated 4 years ago
- Source code and data sets for Going Deeper with Deep Knowledge Tracing (EDM-2016)☆57Feb 16, 2017Updated 9 years ago
- Riiid! Answer Correctness Predction 3rd place solution☆56Jan 20, 2021Updated 5 years ago
- ☆30Oct 5, 2021Updated 4 years ago
- Deep Knowledge Tracing with Transformers (Light Version)☆17Apr 29, 2023Updated 2 years ago
- ☆34Dec 2, 2019Updated 6 years ago
- Code for replicating results in our EDM2016 paper☆59Jun 9, 2016Updated 9 years ago
- EdNet is the dataset of all student-system interactions collected over 2 years by Santa, a multi-platform AI tutoring service with more t…☆362Oct 21, 2020Updated 5 years ago
- ☆16May 14, 2024Updated last year