Implementation of the paper "Last Query Transformer RNN for knowledge tracing" in PyTorch. (Kaggle 1st place solution)
☆44Apr 8, 2021Updated 4 years ago
Alternatives and similar repositories for Last_Query_Transformer_RNN-PyTorch
Users that are interested in Last_Query_Transformer_RNN-PyTorch are comparing it to the libraries listed below
Sorting:
- SAINT PyTorch implementation☆92Apr 26, 2022Updated 3 years ago
- Official Pytorch implementation of "LANA: Towards Personalized Deep Knowledge Tracing Through Distinguishable Interactive Sequences"☆21Apr 28, 2021Updated 4 years ago
- ☆30Oct 5, 2021Updated 4 years ago
- ☆27Aug 20, 2021Updated 4 years ago
- Knowledge Tracing Models with PyTorch☆89Aug 11, 2024Updated last year
- Implementation of paper "A Self-Attentive model for Knowledge Tracing"☆49Dec 10, 2020Updated 5 years ago
- GIKT: A Graph-based Interaction Model for Knowledge Tracing☆79Jul 17, 2021Updated 4 years ago
- ☆121Dec 4, 2020Updated 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…☆57Feb 15, 2023Updated 3 years ago
- Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network☆133Mar 19, 2021Updated 4 years ago
- PyTorch Implementation of Knowledge Query Network for Knowledge Tracing☆23Jul 12, 2019Updated 6 years ago
- Hierarchical Attention Network based Explainable Knowledge Tracing☆10May 18, 2022Updated 3 years ago
- Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing☆139Aug 12, 2025Updated 6 months ago
- The Model Zoo of Knowledge Tracing Models☆248Jan 2, 2024Updated 2 years ago
- A pytorch implement of "Application of Deep Self-Attention in Knowledge Tracing"☆10May 21, 2021Updated 4 years ago
- Dynamic Key Value Memory Networks for Knowledge Tracing☆20Nov 1, 2018Updated 7 years ago
- Saint+: A time series transformer model to predict users' performance of future questions.☆25Jan 26, 2021Updated 5 years ago
- This is our implementation for the paper "Contrastive Learning for Knowledge Tracing" (TheWebConf 2022).☆29May 3, 2024Updated last year
- A collection of Knowledge Tracing model implementations with PyTorch☆180Jun 16, 2022Updated 3 years ago
- DAS3H: Modeling Student Learning and Forgetting for Optimally Scheduling Distributed Practice of Skills☆52Dec 8, 2020Updated 5 years ago
- "Enhancing Knowledge Tracing via Adversarial Training", ACM MM 2021 (Oral).☆32Nov 1, 2021Updated 4 years ago
- WSDM'2021: Temporal Cross-Effects in Knowledge Tracing☆28Sep 14, 2023Updated 2 years ago
- Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing -Paper Implementation on "Riiid! Answer Correctness Predic…☆31Dec 17, 2020Updated 5 years ago
- ☆56Jun 4, 2024Updated last year
- It is the DKT+ model implemented in python3 and tensorflow1.2☆122Jan 8, 2019Updated 7 years ago
- 2021 CIKM: source code for the Multi-Factors Aware Dual-Attentional Knowledge Tracing (MF-DAKT)☆16Apr 25, 2023Updated 2 years ago
- Multiple Knowledge Tracing models implemented by pytorch☆13Aug 22, 2021Updated 4 years ago
- a simple pytorch implemention of paper A Self-Attentive model for Knowledge Tracing☆37Jul 23, 2023Updated 2 years ago
- ☆19Jul 25, 2022Updated 3 years ago
- Multiple Knowledge Tracing models implemented by mxnet☆17Oct 20, 2022Updated 3 years ago
- The code corresponding to paper RKT : Relation-Aware Self-Attention for Knowledge Tracing☆45Mar 12, 2021Updated 4 years ago
- DIRT:Deep Learning Enhanced Item Response Theory for Cognitive Diagnosis☆25Dec 4, 2019Updated 6 years ago
- LogicCircuit is a program that helps build/simulate simple circuits using logic gates. It is meant to teach people the basics of how logi…☆10Feb 16, 2026Updated last week
- Source code and data sets for Going Deeper with Deep Knowledge Tracing (EDM-2016)☆57Feb 16, 2017Updated 9 years ago
- An implementation of the Deep Knowledge Tracing (DKT) using Tensorflow 2.0☆106Dec 4, 2020Updated 5 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…☆359Oct 21, 2020Updated 5 years ago
- Implementation of [SAINT+: Integrating Temporal Features for EdNet Correctness Prediction](https://arxiv.org/abs/2010.12042)☆59Nov 16, 2021Updated 4 years ago
- ☆28Sep 5, 2021Updated 4 years ago
- pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models☆353Jan 13, 2026Updated last month