TensorFlow

TensorFlow is an open-source machine learning platform that provides a comprehensive ecosystem of tools and libraries. It supports a wide range of machine learning and deep learning tasks.

Key Features

• Flexible architecture for building ML models
• Support for both CPUs and GPUs
• Extensive community and resources
• Integration with popular libraries like Keras
• Robust documentation and tutorials

Pros

• Completely free to use
• Strong community support and resources
• Highly scalable for large datasets
• Wide range of applications in AI and ML
• Cross-platform compatibility

Cons

• Steep learning curve for beginners
• Complexity can be overwhelming for simple tasks
• Limited built-in visualization tools
• Performance can vary based on model complexity
• Some features may require additional libraries or tools