multimodal-learning-analytics

Here are 7 public repositories matching this topic...

jyp-studio / KARINA

Official implementation of KARINA (IEEE CAI 2026): LMM-generated ingredient knowledge for RGB-D nutrition estimation.

pytorch rgb-d multimodal-learning rgb-depth-image vision-language swin-transformer vision-language-transformer llm swin-transformers vision-language-pretraining vision-language-model groundingdino grounding-dino grounded-sam vision-language-models swin-transformer-pytorch multimodal-learning-analytics nutrition-estimation

Updated Jul 5, 2026
Python

Kevin-0510 / parkinsons-multimodal-prediction

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Multimodal deep learning framework for Parkinson’s Disease analysis using physiological, gait, and voice data with LSTM, GRU, and hybrid LSTM-GRU models.

machine-learning-algorithms python3 gru deep-learning-algorithms lstm-neural-networks tensorflow2 healthcare-ai parkinsons-disease-detection multimodal-learning-analytics

Updated Sep 13, 2026
Jupyter Notebook

pankajchejara23 / harvard-mmca

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Repository for visualization codes done in collaboration with Harvard University LTI lab

python django collaboration-analytics multimodal-learning-analytics

Updated Jun 26, 2025
Jupyter Notebook

paola-md / srl-navigation

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Supplementary material for 'Navigating Self-regulated Learning Dimensions: Exploring Interactions Across Modalities' (AIED 2024)

learning-analytics canonical-correlation-analysis multimodal-learning-analytics self-regulated-learning

Updated Sep 15, 2026

pankajchejara23 / Time-window-size-impact-on-model-performance

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This repository contains soure code for research paper accepted at Learning Analytics and Knowledge Conference 2023

python multimodal-learning-analytics collaboration-quality

Updated Apr 25, 2025
Jupyter Notebook

devissaputra / multimodal_learning_analytics

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Transparent multimodal learning analytics for learner/session-safe temporal alignment, feature fusion, and explicit missing-modality handling.

python learning-analytics educational-data-mining multimodal-data ai-in-education aied multimodal-learning-analytics learner-modeling

Updated Sep 26, 2026
Python

devissaputra / multimodal_self_regulation_lab

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Multimodal learning analytics research prototype for studying self-regulated learning through interaction, attention, self-report, and reliability-aware feature fusion.

learning-analytics ai-in-education responsible-ai human-centered-ai multimodal-ai multimodal-learning-analytics self-regulated-learning

Updated Sep 26, 2026
Python

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