Skip to content

@epfl-ml4ed ML4ED

Change the repository type filter

All

    Repositories list

    41 repositories

    • mindmate

      Public
      0•0•0•0•Updated Mar 3, 2025Mar 3, 2025

    • mlbd-2025

      Public
      Course Materials for the EPFL Course on Machine Learning for Behavioral Data CS-421, Spring 2025.
      Jupyter Notebook
      •
      MIT License
      •17•4•0•5•Updated Feb 28, 2025Feb 28, 2025

    • educational-fairness-survey

      Public
      0•0•0•0•Updated Feb 21, 2025Feb 21, 2025

    • memoire

      Public
      Supplementary Material for Memoire, a writing assistant designed to utilize the capabilities of RAG to support students in reflective writing
      0•0•0•0•Updated Jan 18, 2025Jan 18, 2025

    • 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

      Public
      A text-based educational environment based on a simulated pharmacy settings suitable for training intelligent agents.
      MIT License
      •0•0•0•0•Updated Nov 30, 2024Nov 30, 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•7•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
      •20•7•0•0•Updated Jun 7, 2023Jun 7, 2023