库和扩展程序
探索使用 TensorFlow 构建高级模型或方法的库，并访问可针对特定领域扩展 TensorFlow 的应用软件包。
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查看文档Extra functionality for TensorFlow, maintained by SIG Addons.
TensorFlow Addons
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查看文档A library for designing, testing, and implementing reinforcement learning algorithms.
TensorFlow Agents
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查看文档A library to build ML models with end-to-end optimized data compression built in.
TensorFlow Compression
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查看文档A library to analyze training and serving data to compute descriptive statistics, infer schemas, and detect anomalies.
TensorFlow Data Validation
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查看文档State-of-the-art algorithms for training, serving and interpreting models that use decision forests for classification, regression and ranking.
TensorFlow Decision Forests
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A research framework for fast prototyping of reinforcement learning algorithms.
Dopamine
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查看文档A library that enables easy computation of commonly-identified fairness metrics for binary and multiclass classifiers.
Fairness Indicators
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查看文档An open source framework for machine learning and other computations on decentralized data.
TensorFlow Federated
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A library to build neural networks on graph data (nodes and edges with arbitrary features), including tools for preparing input data and training models.
TensorFlow GNN
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查看文档A library of computer graphics functionalities ranging from cameras, lights, and materials to renderers.
TensorFlow Graphics
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查看文档A library for reusable machine learning. Download and reuse the latest trained models with a minimal amount of code.
TensorFlow Hub
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查看文档Dataset, streaming, and file system extensions, maintained by SIG IO.
TensorFlow IO
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查看文档Language bindings for Java and other JVM languages, such as Scala or Kotlin.
TensorFlow JVM
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A library of modular components for common computer vision tasks such as data augmentation, classification, object detection, segmentation, and more.
KerasCV
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An easily customizable natural language processing library providing modular components and state-of-the-art preset weights and architectures.
KerasNLP
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查看文档A library for flexible, controlled and interpretable ML solutions with common-sense shape constraints.
TensorFlow Lattice
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查看文档A library to run ML models on digital signal processors (DSPs), microcontrollers, and other devices with limited memory.
TensorFlow Lite Micro
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查看文档A library that simplifies model training for on-device natural language processing, vision, and audio applications.
TensorFlow Lite Model Maker