README.md

metadata

title: Aicher — Visual Causal Tutor
emoji: 🧭
colorFrom: indigo
colorTo: blue
sdk: gradio
sdk_version: 5.49.1
app_file: app.py
pinned: true
license: mit

Aicher (MVP) – Visual Causal Tutor

Tri-panel MVP for causal tutoring on conditional probability.
Left: input & reasoning. Center: reasoning graph. Right: diagnosis + minimal fix.

Run locally

pip install -r requirements.txt
python app.py

Notes

• Works offline via rules. Optional tiny model: TinyLlama/TinyLlama-1.1B-Chat-v1.0 (CPU).
• Extend compute_reasoning and make_graph_image for other domains (code AST checks, physics constraints).