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
Cons
- Steep learning curve for beginners
- Complexity can be overwhelming for simple tasks
- Limited built-in visualization tools