# Transparency Report Generator
This tool generates a comprehensive report detailing the transparency and explainability of an AI model, including metrics such as model complexity, feature correlation, and decision boundary analysis.

## Requirements
* Python 3.8+
* pandas
* scikit-learn
* matplotlib

## Usage
1. Train an AI model and save it to a file using `pickle.dump()`.
2. Prepare a dataset in CSV format.
3. Run the tool using `python transparency_report_generator.py --model_path <model_file> --data_path <data_file>`.
4. The tool will generate a report in `report.txt` and a feature correlation heatmap in `correlation_heatmap.png`.