Keras

Keras simplifies building and training deep learning models. It offers a user-friendly API for developing neural networks.

Key Features

• User-friendly API for fast prototyping
• Supports multiple backend engines such as TensorFlow
• Extensive documentation and community support
• Integration with popular libraries like NumPy and Pandas
• Flexibility to build complex models easily

Pros

• Free and open-source
• Highly modular and extensible
• Great for both beginners and experts
• Strong community support and resources available

Cons

• Limited support for advanced custom layers
• May require additional libraries for full functionality
• Performance can be less optimal for large-scale production
• Steeper learning curve for complex models