tensorflow

tensorflow

An Open Source Machine Learning Framework for Everyone

models

Models and examples built with TensorFlow

tfjs

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

tfjs-models

Pretrained models for TensorFlow.js

tensorboard

TensorFlow's Visualization Toolkit

serving

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

docs

TensorFlow documentation

datasets

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

probability

Probabilistic reasoning and statistical analysis in TensorFlow

lingvo

Lingvo

federated

A framework for implementing federated learning

tfx

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

privacy

Library for training machine learning models with privacy for training data

tflite-micro

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

addons

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

model-optimization

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

gnn

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

compression

Data compression in TensorFlow

java

Java bindings for TensorFlow

data-validation

Library for exploring and validating machine learning data

runtime

A performant and modular runtime for TensorFlow

docs-l10n

Translations of TensorFlow documentation

io

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

decision-forests

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

recommenders-addons

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

mlir-hlo

profiler

A profiling and performance analysis tool for TensorFlow

build

Build-related tools for TensorFlow

metadata

Utilities for passing TensorFlow-related metadata between tools

tfjs-website

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