tensorflow

tensorflow

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tensorflow

An Open Source Machine Learning Framework for Everyone

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models

Models and examples built with TensorFlow

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tfjs

A WebGL accelerated JavaScript library for training and deploying ML models.

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tfjs-models

Pretrained models for TensorFlow.js

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examples

TensorFlow examples

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tensorboard

TensorFlow's Visualization Toolkit

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docs

TensorFlow documentation

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probability

Probabilistic reasoning and statistical analysis in TensorFlow

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datasets

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

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agents

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

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federated

A framework for implementing federated learning

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tfx

TFX is an end-to-end platform for deploying production ML pipelines

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privacy

Library for training machine learning models with privacy for training data

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addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

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model-analysis

Model analysis tools for TensorFlow

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text

Making text a first-class citizen in TensorFlow.

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tflite-micro

TensorFlow Lite for Microcontrollers

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runtime

A performant and modular runtime for TensorFlow

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tensorrt

TensorFlow/TensorRT integration

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data-validation

Library for exploring and validating machine learning data

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docs-l10n

Translations of TensorFlow documentation

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decision-forests

A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.

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profiler

A profiling and performance analysis tool for TensorFlow

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tflite-support

TFLite Support is a toolkit that helps users to develop ML and deploy TFLite models onto mobile / ioT devices.

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build

Build-related tools for TensorFlow

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tfx-addons

Developers helping developers. TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools for TFX. The projects are organized under the auspices of the special interest group, SIG TFX-Addons. Join the group at http://goo.gle/tfx-addons-group

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metadata

Utilities for passing TensorFlow-related metadata between tools

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tfjs-website

WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.

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