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Step-by-step guides for building neural networks, reinforcement learning agents, and ranking models.
Distinct from TensorFlow Model Development: Distinct from TensorFlow Model Development: focuses on the tutorial collection, not the general development process.
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This repository is the official documentation for TensorFlow, a machine learning framework. It provides comprehensive guides, tutorials, and API references for building, training, and deploying machine learning models. The documentation covers the full lifecycle of machine learning projects, from constructing data pipelines and building neural networks with high-level APIs to customizing training loops and deploying trained models in production, on edge devices, or in browsers. The documentation includes step-by-step tutorials for a range of tasks, including reinforcement learning, ranking mo
Provides step-by-step tutorials for neural networks, reinforcement learning, and ranking models.