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.

tensorboard

TensorFlow's Visualization Toolkit

tfjs-examples

Examples built with TensorFlow.js

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

graphics

TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow

tflite-micro

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

tfx

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

quantum

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

privacy

Library for training machine learning models with privacy for training data

addons

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

gnn

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

model-analysis

Model analysis tools for TensorFlow

text

Making text a first-class citizen in TensorFlow.

transform

Input pipeline framework

java

Java bindings for TensorFlow

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.

tfjs-wechat

WeChat Mini-program plugin for TensorFlow.js

mlir-hlo

build

Build-related tools for TensorFlow

metadata

Utilities for passing TensorFlow-related metadata between tools

tfx-bsl

Common code for TFX

sig-tfjs

oss-fuzz

OSS-Fuzz - continuous fuzzing for open source software.