TensorFlow is a leading open-source machine learning platform designed for building and deploying ML models.
Key features include:
- End-to-end platform: Comprehensive tools, libraries, and resources for all stages of ML development.
- Flexible ecosystem: Supports diverse deployment environments, from cloud to edge devices.
- Intuitive APIs: Simplifies model creation with high-level APIs like Keras.
- Production-ready: Offers tools like TFX for building and managing ML pipelines.
- Community support: Access to a vibrant community, tutorials, and pre-trained models.
Use cases range from advancing research in areas like GNNs to building AI-powered applications such as recommendation systems.
