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An Open Source Machine Learning Framework for Everyone

Models and examples built with TensorFlow

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

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

Pretrained models for TensorFlow.js

Play with neural networks!

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

TensorFlow examples

TensorFlow's Visualization Toolkit

Examples built with TensorFlow.js

TensorFlow Neural Machine Translation Tutorial

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

TensorFlow documentation

Swift for TensorFlow

Rust language bindings for TensorFlow

Reference models and tools for Cloud TPUs.

A collection of infrastructure and tools for research in neural network interpretability.

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

Probabilistic reasoning and statistical analysis in TensorFlow

An open-source implementation of the AlphaGoZero algorithm

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

Fast and flexible AutoML with learning guarantees.

Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning

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

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

Lingvo

TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow

Learning to Rank in TensorFlow

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

An open-source Python framework for hybrid quantum-classical machine learning.

TensorFlow Recommenders is a library for building recommender system models using TensorFlow.

Library for training machine learning models with privacy for training data

Deep learning with dynamic computation graphs in TensorFlow

"Multi-Level Intermediate Representation" Compiler Infrastructure

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

Mesh TensorFlow: Model Parallelism Made Easier

Haskell bindings for TensorFlow

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

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

A few exercises for use at events.

Integration of TensorFlow with other open-source frameworks

Making text a first-class citizen in TensorFlow.

Stores documents used by the TensorFlow developer community

Model analysis tools for TensorFlow

A benchmark framework for Tensorflow

TensorFlow powered JavaScript library for training and deploying ML models on Node.js.

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

Training neural models with structured signals.

Input pipeline framework

Tooling for GANs in TensorFlow

Java bindings for TensorFlow

Data compression in TensorFlow

Swift for TensorFlow Deep Learning Library

Experiments towards neural network theorem proving

Library for exploring and validating machine learning data

Translations of TensorFlow documentation

A performant and modular runtime for TensorFlow

TensorFlow/TensorRT integration

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

Convert TensorFlow SavedModel and Keras models to TensorFlow.js

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

Code for the TCAV ML interpretability project

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Models and examples built with Swift for TensorFlow

Additional utils and helpers to extend TensorFlow when build recommendation systems, contributed and maintained by SIG Recommenders.

WeChat Mini-program plugin for TensorFlow.js

Lattice methods in TensorFlow

A toolkit that streamlines and automates the generation of model cards

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

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Guide for building custom op for TensorFlow

⛔️ DEPRECATED - The TensorFlow Cloud repository provides APIs that will allow to easily go from debugging and training your Keras and TensorFlow code in a local environment to distributed training in the cloud.

A set of utilities for in browser visualization with TensorFlow.js

Tensorflow's Fairness Evaluation and Visualization Toolkit

Optical music recognition in TensorFlow

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Build-related tools for TensorFlow

TensorFlow Estimator

TensorFlow.js high-level layers API

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An implementation of KFAC for TensorFlow

TensorFlow-nGraph bridge

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[Deprecated] The TensorFlow Profiler (TFProf) UI provides a visual interface for profiling TensorFlow models.

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

Utilities for passing TensorFlow-related metadata between tools

Enhanced networking support for TensorFlow. Maintained by SIG-networking.

Models in Java

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

Simple APIs to load and prepare data for use in machine learning models

Common code for TFX

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Model Remediation is a library that provides solutions for machine learning practitioners working to create and train models in a way that reduces or eliminates user harm resulting from underlying performance biases.

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Bazel toolchain configurations used across TensorFlow ecosystem

Using DTensor on Google Cloud

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