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Introduction

New to TensorFlow?
Tutorials

Learn how to use TensorFlow with end-to-end examples
Guide

Learn framework concepts and components
Learn ML

Educational resources to master your path with TensorFlow

API

TensorFlow (v2.16.1)
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TensorFlow.js
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TFX

Ecosystem

LIBRARIES
TensorFlow.js

Develop web ML applications in JavaScript
TensorFlow Lite

Deploy ML on mobile, microcontrollers and other edge devices
TFX

Build production ML pipelines
All libraries

Create advanced models and extend TensorFlow

RESOURCES
Models & datasets

Pre-trained models and datasets built by Google and the community
Tools

Tools to support and accelerate TensorFlow workflows
Responsible AI

Resources for every stage of the ML workflow
Recommendation systems

Build recommendation systems with open source tools

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User groups, interest groups and mailing lists
Contribute

Guide for contributing to code and documentation
Blog

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Discussion platform for the TensorFlow community

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TensorFlow Core

Tutorials Guide Migrate to TF2 TF 1 ↗

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GitHub

Introduction
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Learn ML

TensorFlow (v2.16.1)
Versions…
TensorFlow.js
TensorFlow Lite
TFX

LIBRARIES
TensorFlow.js
TensorFlow Lite
TFX
All libraries
RESOURCES
Models & datasets
Tools
Responsible AI
Recommendation systems

Groups
Contribute
Blog
Forum

About
Case studies

TensorFlow
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TensorFlow Core
Guide

Use a GPU