modelguard-ai 0.1.0

Git diff for neural networks — compare, debug, and track ML model changes

🛡️ ModelGuard

Git diff for neural networks — Compare, debug, and track ML model changes.

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The Problem

ML engineers constantly struggle with:

• "Why did my model accuracy drop after retraining?"
• "Which layer caused instability?"
• "Why are production predictions different?"
• "Which features is the model relying on now?"

Existing tools handle data drift OR model monitoring separately.
ModelGuard unifies weight analysis, activation diffing, prediction shift, and feature drift into one pip-installable library.

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Installation

pip install modelguard