# AI Rendering Profile Analyzer

## Description
This CLI tool analyzes rendering profiles from game engines or visualization tools to identify areas where AI-driven techniques like NVIDIA DLSS 5 can be integrated for performance optimization. It outputs actionable recommendations based on input rendering logs or performance data.

## Installation
To use this tool, first ensure you have Python installed. Then install the required dependencies:

```bash
pip install pandas numpy matplotlib
```

## Usage
Run the tool from the command line:

```bash
python ai_rendering_profile_analyzer.py --input <input_file> --output <output_file> --format <output_format>
```

### Arguments
- `--input`: Path to the input rendering log file (CSV or JSON).
- `--output`: Path to the output file.
- `--format`: Output format. Choose from `json`, `text`, or `plot`.

### Example
Analyze a CSV file and output recommendations in JSON format:

```bash
python ai_rendering_profile_analyzer.py --input rendering_logs.csv --output recommendations.json --format json
```

## Testing
To run the tests, use `pytest`:

```bash
pytest test_ai_rendering_profile_analyzer.py
```

The tests validate the functionality of the tool, including handling CSV and JSON input files, and generating JSON, text, and plot outputs.

## License
MIT License