ai-critic 0.1.0

Fast AI evaluator for scikit-learn models

AI Critic 🧠⚖️

AI Critic is a fast evaluator for scikit-learn models. It analyzes configuration, robustness, data quality and performance in minutes.

Install

pip install ai-critic

Quick Example

from sklearn.datasets import load_breast_cancer
from sklearn.ensemble import RandomForestClassifier
from ai_critic import AICritic

X, y = load_breast_cancer(return_X_y=True)

model = RandomForestClassifier(n_estimators=50, max_depth=3)

critic = AICritic(model, X, y)
report = critic.evaluate()

print(report)

What it evaluates

• Model configuration sanity
• Data consistency
• Robustness to noise
• Basic performance metrics

Philosophy

Fast, modular, and brutally honest AI evaluation.

📌 README simples = mais confiança

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Development & Testing

To test the package locally as an end-user (mandatory for development):

In the root directory:

pip install -e .
python -c "from ai_critic import AICritic; print('OK')"
python -m pytest