Model Validator

A tool for validating machine learning models, ensuring integrity and reliability through comprehensive validation checks.

Installation

1. Clone the repository:

   git clone https://github.com/yourusername/model-validator.git
   cd model-validator

2. Create a virtual environment:

   python -m venv venv
   source venv/bin/activate

3. Install dependencies:

   pip install -r requirements.txt

Usage

To validate a model, run the following command:

python validate_model.py --model_path path/to/your/model --data_path path/to/your/data

Features

• Model integrity checks
• Performance metrics validation
• Data drift detection