TensorFlow

An End-to-End Platform for Machine Learning

Features

Solve Real-World Problems with ML Explore how TensorFlow advances research and builds AI-powered applications.

Analyze Relational Data Using Graph Neural Networks Graph Neural Networks (GNNs) process complex relationships between objects, making them ideal for traffic forecasting, medical discovery, and more.

Improving Access to Maternal Health with On-Device ML Discover how TensorFlow Lite enables fetal ultrasound assessment, improving health outcomes for women and families in Kenya and around the world.

Build Recommendation Systems with Reinforcement Learning See how Spotify uses the TensorFlow ecosystem to design an extendable offline simulator and train RL agents to generate playlists.

ML Models & Datasets Access pretrained models and ready-to-use datasets for image, text, audio, and video use cases.

Libraries & Extensions Find packages for domain-specific applications and APIs for languages beyond Python.

Developer Tools Utilize tools to evaluate models, optimize performance, and productionize ML workflows.