Vedashriii/cognitive-load-predictor

Cognitive Load Predictor

Predicts cognitive difficulty of educational content over time using BERT embeddings and PyTorch.

How to use

• —Paste a YouTube URL or raw text
• —Click "Analyse cognitive load"
• —View the interactive difficulty chart

Tech stack

PyTorch · HuggingFace Transformers · Streamlit · Plotly · FastAPI