Español – América Latina Português – Brasil 开始使用 TensorFlow 借助 TensorFlow，轻松创建可在任何环境中运行的机器学习模型。 通过交互式代码示例，了解如何使用直观的 API。 查看相关示例，了解 TensorFlow 如何用于推进研究并构建 AI 赋能的应用。 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. 了解 Spotify 如何利用 TensorFlow 生态系统设计出可扩展的离线模拟器，并训练 RL Agents 生成播放列表。 TensorFlow 有哪些新变化 阅读 TensorFlow 团队和社区发布的最新公告。 探索经过生产环境测试的工具，加快建模、部署和其他工作流。 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. 通过加入兴趣小组或参加开发者活动，与他人开展协作、寻求支持并分享您的项目。 刚接触机器学习？您可以从 TensorFlow 的精选课程入手，也可以浏览丰富的图书、在线课程和视频资源库。 关注我们的频道或订阅简报，了解机器学习和 TensorFlow 的最新动态。在 归档 中浏览过往简报。 开始使用 TensorFlow 进行构建