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

examples

TensorFlow examples

tensorboard

TensorFlow's Visualization Toolkit

docs

TensorFlow documentation

probability

Probabilistic reasoning and statistical analysis in TensorFlow

datasets

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

agents

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

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

addons

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

model-analysis

Model analysis tools for TensorFlow

text

Making text a first-class citizen in TensorFlow.

tflite-micro

TensorFlow Lite for Microcontrollers

runtime

A performant and modular runtime for TensorFlow

tensorrt

TensorFlow/TensorRT integration

data-validation

Library for exploring and validating machine learning data

docs-l10n

Translations of TensorFlow documentation

decision-forests

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

profiler

A profiling and performance analysis tool for TensorFlow

tflite-support

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

mlir-hlo

build

Build-related tools for TensorFlow

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

metadata

Utilities for passing TensorFlow-related metadata between tools

tfjs-website

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

tfhub.dev