Keras

Keras provides a user-friendly API for designing and training deep learning models. Ideal for beginners and experienced developers alike, it streamlines the process of creating complex neural networks.

Key Features

• User-friendly API for quick model building
• Supports multiple backends like TensorFlow and Theano
• Extensive documentation and community support
• Pre-trained models for rapid prototyping
• Easy integration with other libraries

Pros

• Accessible for beginners with simple syntax
• Highly customizable for advanced users
• Large community with abundant resources
• Fast prototyping capabilities with pre-trained models

Cons

• Limited flexibility for highly specialized tasks
• Can become cumbersome with extensive customization
• Performance can lag behind lower-level frameworks
• Dependency on backend frameworks may complicate setup