Official Pytorch implementation of "LANA: Towards Personalized Deep Knowledge Tracing Through Distinguishable Interactive Sequences"
☆21Apr 28, 2021Updated 5 years ago
Alternatives and similar repositories for LANA-pytorch
Users that are interested in LANA-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- "Enhancing Knowledge Tracing via Adversarial Training", ACM MM 2021 (Oral).☆32Nov 1, 2021Updated 4 years ago
- ☆55Jun 4, 2024Updated last year
- ☆121Dec 4, 2020Updated 5 years ago
- ☆18May 22, 2020Updated 5 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
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- A pytorch implement of "Application of Deep Self-Attention in Knowledge Tracing"☆10May 21, 2021Updated 4 years ago
- WSDM'2021: Temporal Cross-Effects in Knowledge Tracing☆28Sep 14, 2023Updated 2 years ago
- Monotonic Attention based ConvBERT for Knowledge Tracing☆15Sep 14, 2022Updated 3 years ago
- The code corresponding to paper RKT : Relation-Aware Self-Attention for Knowledge Tracing☆44Mar 12, 2021Updated 5 years ago
- This is our implementation for the paper "Contrastive Learning for Knowledge Tracing" (TheWebConf 2022).☆30May 3, 2024Updated 2 years ago
- a simple pytorch implemention of paper A Self-Attentive model for Knowledge Tracing☆37Jul 23, 2023Updated 2 years ago
- Implementation of [SAINT+: Integrating Temporal Features for EdNet Correctness Prediction](https://arxiv.org/abs/2010.12042)☆61Nov 16, 2021Updated 4 years ago
- Deep Knowledge Tracing with Transformers (Light Version)☆17Apr 29, 2023Updated 3 years ago
- PyTorch Implementation of Knowledge Query Network for Knowledge Tracing☆23Jul 12, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Implementation of the paper "Last Query Transformer RNN for knowledge tracing" in PyTorch. (Kaggle 1st place solution)☆45Apr 8, 2021Updated 5 years ago
- Implementation of Improving Knowledge Tracing with Collaborative Information☆17Dec 25, 2021Updated 4 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆22Aug 24, 2021Updated 4 years ago
- 2021 CIKM: source code for the Multi-Factors Aware Dual-Attentional Knowledge Tracing (MF-DAKT)☆16Apr 25, 2023Updated 3 years ago
- ☆21Nov 30, 2021Updated 4 years ago
- Saint+: A time series transformer model to predict users' performance of future questions.☆25Jan 26, 2021Updated 5 years ago
- The Model Zoo of Knowledge Tracing Models☆254Jan 2, 2024Updated 2 years ago
- SAINT PyTorch implementation☆93Apr 26, 2022Updated 4 years ago
- Knowledge Tracing Models with PyTorch☆91Aug 11, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Implementation of paper "A Self-Attentive model for Knowledge Tracing"☆49Dec 10, 2020Updated 5 years ago
- The simulator for education☆16Mar 16, 2021Updated 5 years ago
- Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer (WWW '23)☆44Mar 24, 2025Updated last year
- A collection of Knowledge Tracing model implementations with PyTorch☆189Jun 16, 2022Updated 3 years ago
- DIRT:Deep Learning Enhanced Item Response Theory for Cognitive Diagnosis☆25Dec 4, 2019Updated 6 years ago
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆294Sep 26, 2023Updated 2 years ago
- ☆28Sep 5, 2021Updated 4 years ago
- Dynamic Key Value Memory Networks for Knowledge Tracing☆20Nov 1, 2018Updated 7 years ago
- Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing☆139Aug 12, 2025Updated 8 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Simple and performant implementations of learner performance prediction algorithms.☆54Jun 17, 2024Updated last year
- Pytorch implementation of DKVMN☆22Jun 11, 2020Updated 5 years ago
- we build a student simulator with our concept-aware deep knowledge tracing model, and then use it to train a flexible and scalable person…☆59Jan 19, 2023Updated 3 years ago
- ☆65Nov 7, 2019Updated 6 years ago
- ☆91Jun 21, 2024Updated last year
- ☆13Mar 24, 2023Updated 3 years ago
- Forgetting-aware Linear Bias for Attentive Knowledge Tracing☆22May 9, 2024Updated last year