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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serving

A flexible, high-performance serving system for machine learning models

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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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hub

A library for transfer learning by reusing parts of TensorFlow models.

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lingvo

Lingvo

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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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quantum

Hybrid Quantum-Classical Machine Learning in TensorFlow

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model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

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tflite-micro

Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digital signal processors).

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benchmarks

A benchmark framework for Tensorflow

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text

Making text a first-class citizen in TensorFlow.

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gnn

TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.

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similarity

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

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io

Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO

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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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fairness-indicators

Tensorflow's Fairness Evaluation and Visualization Toolkit

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metadata

Utilities for passing TensorFlow-related metadata between tools

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tfx-bsl

Common code for TFX

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