Welcome to AI Model Inspector, a comprehensive Python library designed for exploring, self-educating, and categorizing AI models. This library simplifies the process of analyzing various AI frameworks, making it easier for developers and researchers to understand and manage their models effectively.
- Model Exploration: Dive deep into the architecture and performance of various AI models.
- Self-Education: Access educational resources to understand the underlying principles of AI models.
- Categorization: Organize models based on their characteristics and functionalities.
- Support for Multiple Formats: Work with various model formats, including PyTorch, TensorFlow, ONNX, and more.
- User-Friendly Interface: Easy-to-navigate interface for both beginners and experienced users.
- Visualization Tools: Built-in tools to visualize model performance and architecture.
To get started with AI Model Inspector, follow these simple steps:
- Clone the repository:
git clone https://github.com/arish-mhrjn/aimodelinspector.git
- Navigate to the project directory:
cd aimodelinspector - Install the required dependencies:
pip install -r requirements.txt
Using AI Model Inspector is straightforward. Here's a basic example to get you started:
from aimodelinspector import ModelInspector
# Load a model
model = ModelInspector.load_model('path/to/your/model')
# Explore the model
model.summary()
# Visualize performance
model.visualize_performance()For detailed usage instructions, please refer to the documentation.
AI Model Inspector supports a wide range of AI frameworks, including:
- PyTorch
- TensorFlow
- ONNX
- CoreML
- HDF5
- JAX
- Scikit-Learn
- Diffusers
- GGUF
- GGML
This diverse support allows you to analyze models from different ecosystems seamlessly.
We welcome contributions to enhance AI Model Inspector. If you have ideas, improvements, or bug fixes, please follow these steps:
- Fork the repository.
- Create a new branch:
git checkout -b feature/YourFeature
- Make your changes and commit them:
git commit -m "Add your message here" - Push to the branch:
git push origin feature/YourFeature
- Create a pull request.
This project is licensed under the MIT License. See the LICENSE file for details.
For the latest updates and releases, please visit the Releases section. Here, you can download the latest version and see what's new in each release.
If you have any questions or suggestions, feel free to reach out:
- Author: Arish Mhrjn
- Email: arish@example.com
- Twitter: @arish_mhrjn
Thank you for checking out AI Model Inspector! We hope this library helps you in your AI model exploration and management journey. Happy coding!