Keras

Keras provides an intuitive API for developing deep learning models. It's designed for both beginners and experts, making machine learning accessible to everyone.

Key Features

• User-friendly API for quick model development.
• Supports multiple backends including TensorFlow.
• Modular architecture for easy model customization.
• Extensive pre-trained models for rapid prototyping.
• Integration with popular libraries and tools.

Pros

• Highly flexible for research and experimentation.
• Strong community support and extensive documentation.
• Compatible with various neural network architectures.
• Rapid model training and testing capabilities.

Cons

• May lack advanced features found in other frameworks.
• Performance can be slower than lower-level frameworks.
• Limited support for some complex custom layers.
• Steeper learning curve for advanced features.