Simple and performant implementations of learner performance prediction algorithms.
☆55Jun 17, 2024Updated 2 years ago
Alternatives and similar repositories for learner-performance-prediction
Users that are interested in learner-performance-prediction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- It is the DKT+ model implemented in python3 and tensorflow1.2☆124Jan 8, 2019Updated 7 years ago
- ☆125Dec 4, 2020Updated 5 years ago
- Saint+: A time series transformer model to predict users' performance of future questions.☆26Jan 26, 2021Updated 5 years ago
- Implementation of [SAINT+: Integrating Temporal Features for EdNet Correctness Prediction](https://arxiv.org/abs/2010.12042)☆62Nov 16, 2021Updated 4 years ago
- ☆29Sep 5, 2021Updated 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.
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆24Mar 28, 2018Updated 8 years ago
- GIKT: A Graph-based Interaction Model for Knowledge Tracing☆83Jul 17, 2021Updated 5 years ago
- Pytorch implementation for Deep Knowledge tracing☆39Aug 28, 2018Updated 8 years ago
- Command-line utility for fitting Hidden Markov Models at scale☆59Apr 14, 2026Updated 5 months ago
- Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing -Paper Implementation on "Riiid! Answer Correctness Predic…☆32Dec 17, 2020Updated 5 years ago
- Implementation of paper "A Self-Attentive model for Knowledge Tracing"☆50Dec 10, 2020Updated 5 years ago
- It is the code for ASSISTment data mining competition 2017☆13May 28, 2018Updated 8 years ago
- ☆65Nov 7, 2019Updated 6 years ago
- A collection of Knowledge Tracing model implementations with PyTorch☆193Jun 16, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- SAINT PyTorch implementation☆94Apr 26, 2022Updated 4 years ago
- Implementation of some popular knowledge tracing algorithms☆13Sep 27, 2019Updated 6 years ago
- a simple pytorch implemention of paper A Self-Attentive model for Knowledge Tracing☆38Jul 23, 2023Updated 3 years ago
- ☆27Aug 20, 2021Updated 5 years ago
- DAS3H: Modeling Student Learning and Forgetting for Optimally Scheduling Distributed Practice of Skills☆54Dec 8, 2020Updated 5 years ago
- An implementation of the Deep Knowledge Tracing (DKT) using Tensorflow 2.0☆107Dec 4, 2020Updated 5 years ago
- Pytorch implementation of DKVMN☆22Jun 11, 2020Updated 6 years ago
- The simulator for education☆28Aug 1, 2021Updated 5 years ago
- A pytorch implement of "Application of Deep Self-Attention in Knowledge Tracing"☆10May 21, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆146Oct 21, 2019Updated 6 years ago
- ☆22Nov 30, 2021Updated 4 years ago
- The simulator for education☆17Mar 16, 2021Updated 5 years ago
- ☆91Jun 21, 2024Updated 2 years ago
- ☆181Mar 8, 2023Updated 3 years ago
- Multiple Knowledge Tracing models implemented by pytorch☆14Aug 22, 2021Updated 5 years ago
- 2021 CIKM: source code for the Multi-Factors Aware Dual-Attentional Knowledge Tracing (MF-DAKT)☆16Apr 25, 2023Updated 3 years ago
- ☆19Nov 4, 2024Updated last year
- Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education☆83May 3, 2023Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- The code corresponding to paper RKT : Relation-Aware Self-Attention for Knowledge Tracing☆45Mar 12, 2021Updated 5 years ago
- PyTorch Implementation of Knowledge Query Network for Knowledge Tracing☆24Jul 12, 2019Updated 7 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…☆384Oct 21, 2020Updated 5 years ago
- pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models☆441Updated this week
- Our implementation of the LSTM version of Deep Knowledge Tracing (DKT)☆103May 25, 2019Updated 7 years ago
- ☆14Aug 22, 2024Updated 2 years ago
- Multiple Knowledge Tracing models implemented by mxnet☆20Sep 16, 2021Updated 5 years ago