TensorFlow
TensorFlow is Google's open-source machine learning framework that enables developers to build and deploy AI applications at scale. It provides a comprehensive ecosystem of tools, libraries, and community resources.
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Key Features
- High-level APIs for easy model building
- Scalable training across multiple devices
- TensorFlow Serving for model deployment
- TensorBoard for visualization and debugging
- Support for mobile and edge deployment
- Extensive pre-trained models
Use Cases
- Computer vision applications
- Natural language processing
- Recommendation systems
- Time series forecasting
- Reinforcement learning