§04

DEMOS

MEGSVMMNE-Python
BUILDING

Neural Decoder — Live MEG Classification

Upload a pre-processed MEG epoch and run the facial familiarity decoder in-browser. Returns predicted class, confidence, and a time-frequency plot of the top discriminating features.

GNNBERTPyTorch
BUILDING

Fake News Classifier

Paste an article URL or raw text. The model builds a local entity graph, encodes the text with BERT, and returns a credibility score with a SHAP explanation of which entities drove the prediction.

RAGLangChainWeaviate
PLANNED

QUASAR — Temporal QA

Ask a time-sensitive question. The retrieval layer surfaces the most temporally-relevant documents before generation, then annotates each answer with a confidence and source timestamp.