Sae Python Packages

glassbox-mech-interp

Open-source EU AI Act Annex IV documentation toolkit. Mechanistic interpretability + circuit discovery for transformers. One function call generates a structured, hash-chained evidence package.

interp-lab

An open LLM interpretability tool that helps researchers and AI agents identify LLM activations and features and make Sparse Auto Encoders as needed.

gavagai

Quantify translation indeterminacy between sparse autoencoder feature dictionaries (Quine × Mechanistic Interpretability).

openinterp

openinterp — Python SDK + CLI. FabricationGuard hallucination probe + ProbeBench leaderboard + Atlas search + Trace generation. pip install openinterp

gated-sae-tf

🧩 Sparse Gated Autoencoders for TensorFlow & Keras — dictionary learning & mechanistic interpretability, batteries included. The gated SAE with the full training recipe + sparsity/sharpness reports and feature galleries. pip install gated-sae-tf

mechreward

Mechanistic interpretability as reward signal for RL training of LLMs

glassbox-mcp

Open-source EU AI Act Annex IV documentation toolkit. Mechanistic interpretability + circuit discovery for transformers. One function call generates a structured, hash-chained evidence package.