Español – América Latina Português – Brasil Get started with TensorFlow TensorFlow makes it easy to create ML models that can run in any environment. Learn how to use the intuitive APIs through interactive code samples. Solve real-world problems with ML Explore examples of how TensorFlow is used to advance research and build AI-powered applications. Explore the latest advancements in running models client-side with speakers from Chrome, MediaPipe, Intel, Hugging Face, Microsoft, LangChain, and more. GNNs can process complex relationships between objects, making them a powerful technique for traffic forecasting, medical discovery, and more. Learn how Spotify uses the TensorFlow ecosystem to design an extendable offline simulator and train RL Agents to generate playlists. What's new in TensorFlow Read the latest announcements from the TensorFlow team and community. Explore the ecosystem Discover production-tested tools to accelerate modeling, deployment, and other workflows. Library TensorFlow.js Train and run models directly in the browser using JavaScript or Node.js. Train and run models directly in the browser using JavaScript or Node.js. Library LiteRT Deploy ML on mobile and edge devices such as Android, iOS, Raspberry Pi, and Edge TPU. Deploy ML on mobile and edge devices such as Android, iOS, Raspberry Pi, and Edge TPU. API tf.data Preprocess data and create input pipelines for ML models. Preprocess data and create input pipelines for ML models. Library TFX Create production ML pipelines and implement MLOps best practices.

Create production ML pipelines and implement MLOps best practices. API tf.keras Create ML models with TensorFlow's high-level API. Create ML models with TensorFlow's high-level API. Resource Kaggle Models Find pre-trained models ready for fine-tuning and deployment. Find pre-trained models ready for fine-tuning and deployment. Resource TensorFlow Datasets Browse the collection of standard datasets for initial training and validation. TensorFlow Datasets Browse the collection of standard datasets for initial training and validation. Tool TensorBoard Visualize and track development of ML models. Visualize and track development of ML models. ML models & datasets Pretrained models and ready-to-use datasets for image, text, audio, and video use cases. Libraries & extensions Packages for domain-specific applications and APIs for languages other than Python. Developer tools Tools to evaluate models, optimize performance, and productionize ML workflows. Collaborate, find support, and share your projects by joining interest groups or attending developer events. New to machine learning? Begin with TensorFlow's curated curriculums or browse the resource library of books, online courses, and videos. Learn the latest in machine learning and TensorFlow by following our channels or signing up for the newsletter. View past newsletters in the archive . Start building with TensorFlow