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    36 repositories

    • ml4ed_gptsurvey

      Public
      Frontend for the GPT survey
      Svelte
      •0•0•0•0•Updated Dec 9, 2024Dec 9, 2024

    • runai-tutorial

      Public
      Python
      •2•2•0•0•Updated Dec 2, 2024Dec 2, 2024

    • PharmaSimText-OS-LLMs

      Public
      This is a repository including the benchmark and agents included in an under review submission to JEDM 2025.
      Python
      •0•0•0•0•Updated Nov 10, 2024Nov 10, 2024

    • universal-oele

      Public
      Python
      •0•0•0•0•Updated Oct 1, 2024Oct 1, 2024

    • iLLuMinaTE

      Public
      Using LLMs for efficient communication of explainers.
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Sep 12, 2024Sep 12, 2024

    • answer-forecasting

      Public
      Models to include student interaction patterns for answer forecasting tasks (MCQStudentBert). Published at EDM 2024.
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Jun 14, 2024Jun 14, 2024

    • PharmasimWebsite

      Public
      The website of Pharmasim 3D
      HTML
      •0•0•0•0•Updated Jun 11, 2024Jun 11, 2024

    • Rag4Edu

      Public
      Apache License 2.0
      •0•0•0•0•Updated May 29, 2024May 29, 2024

    • JCRec

      Public
      Python
      •0•0•0•0•Updated May 28, 2024May 28, 2024

    • interpretcc

      Public
      InterpretCC, an inherently interpretable neural network architecture
      Jupyter Notebook
      •
      MIT License
      •0•2•0•0•Updated May 15, 2024May 15, 2024

    • behavioral-bias-investigation

      Public
      Python
      •0•0•0•0•Updated May 8, 2024May 8, 2024

    • interpretable-clustering

      Public
      Explainable clustering method used to extract interpretable student profiles. Featured at AIED 2024.
      clusteringxai
      Jupyter Notebook
      •
      MIT License
      •1•1•0•0•Updated Apr 30, 2024Apr 30, 2024

    • inquiry-skills

      Public
      Teaching and measuring inquiry skills in interactive simulations, published at AIED 2024.
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated Apr 24, 2024Apr 24, 2024

    • courserec

      Public
      Python
      •1•5•0•0•Updated Mar 21, 2024Mar 21, 2024

    • gelex

      Public
      Jupyter Notebook
      •2•1•0•0•Updated Mar 19, 2024Mar 19, 2024

    • jdpls-tutorial

      Public
      Student Modeling (Bayesian Knowledge Tracing) lecture for the JDPLS program.
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated Mar 6, 2024Mar 6, 2024

    • seq_courserec

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Feb 20, 2024Feb 20, 2024

    • PharmaSimText-LLM-RL

      Public
      Python
      •
      MIT License
      •0•1•0•0•Updated Feb 17, 2024Feb 17, 2024

    • srl-navigation

      Public
      MIT License
      •1•0•0•0•Updated Feb 5, 2024Feb 5, 2024

    • unraveling-llm-bias

      Public
      Downstream bias analysis (WEAT, SEAT, GenBit) for real-time educational writing support using LLMs. Published at EMNLP Findings 2023.
      Jupyter Notebook
      •
      MIT License
      •1•1•0•0•Updated Feb 4, 2024Feb 4, 2024

    • SkillThrills

      Public
      Prototype of the SubProject 03 for the SCESC Innosuisse Project
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Jan 22, 2024Jan 22, 2024

    • trusting-explainers

      Public
      Validating post-hoc explainers with learning science experts (LAK 2023).
      Jupyter Notebook
      •
      MIT License
      •0•2•0•0•Updated Nov 7, 2023Nov 7, 2023

    • bias-at-a-second-glance

      Public
      Bias analysis of german language models (BERT, T5, GPT2), with a case study on educational peer review data.
      Jupyter Notebook
      •
      MIT License
      •0•2•0•0•Updated Jul 7, 2023Jul 7, 2023

    • beerslaw-lab

      Public
      Code for "Generalisable Methods for Early Prediction in Interactive Simulations for Education" published at EDM 2022.
      HTML
      •1•2•0•0•Updated Jun 27, 2023Jun 27, 2023

    • mlbd-2023

      Public
      Lab Materials for the EPFL Course on Machine Learning for Behavioral Data CS-421, Spring 2023.
      Jupyter Notebook
      •
      MIT License
      •19•7•0•0•Updated Jun 7, 2023Jun 7, 2023

    • mlbd-2022

      Public
      Lab Materials for the EPFL Course on Machine Learning for Behavioral Data CS-421, Spring 2022.
      Jupyter Notebook
      •13•7•0•0•Updated Feb 23, 2023Feb 23, 2023

    • ripple

      Public
      Interpretability on raw time series with graph neural nets and concept activation vectors. Featured at AAAI 2023.
      deep-learningtime-seriesinterpretabilitygraph-neural-networksconcept-activation-vectors
      Jupyter Notebook
      •
      MIT License
      •2•7•0•0•Updated Jan 25, 2023Jan 25, 2023

    • behavioral-oversampling

      Public
      Repository for the LAK 2023 paper: "Protected Attributes Tell Us Who, Behavior Tells Us How: A Comparison of Demographic and Behavioral Oversampling for Fair Student Success Modeling" by Jade Mai Cock, Muhammad Bilal, Richard Lee Davis, Mirko Marras and Tanja Käser
      Python
      •0•0•0•0•Updated Dec 12, 2022Dec 12, 2022

    • evolutionary-srl-clustering

      Public
      Code for the paper "Evolutionary Clustering of Apprentices' Behavior in Online Learning Journals for Vocational Education" published at SFUVET 2022.
      Python
      •2•2•0•0•Updated Nov 8, 2022Nov 8, 2022

    • meta-transfer-learning

      Public
      Models to warm-start student pass/fail performance prediction trained using meta-transfer learning on 26 courses, 100k students, and millions of interactions. Published at L@S 2022.
      educationdeep-learningmooctransfer-learningmeta-learning
      Python
      •
      MIT License
      •3•4•0•0•Updated Sep 14, 2022Sep 14, 2022