TensorFlow

TensorFlow is an open-source machine learning framework that provides tools and libraries for building, training, and deploying ML models across multiple platforms and devices.

Available Pages

TensorFlow: End-to-End ML Platform - Overview & Getting Started Guide

Explore TensorFlow, Google's powerful end-to-end machine learning platform. Learn what TensorFlow is, why it's dominant, and how to get started with installation and production workflows.

Related Technologies

Competition

pytorch

Direct competitors

jax

Direct competitors

mxnet

Direct competitors

scikit learn

Can replace or substitute

keras

Superseded by this tool

Integration

Integrates With

kubernetes

Official integration support

Integrates With

docker

Official integration support

Integrates With

huggingface

Official integration support

Integrates With

airflow

Official integration support

Integrates With

mlflow

Official integration support

Integrates With

wandb

Official integration support

Integrates With

google cloud

Official integration support

Dependencies

python

Requires for operation

cuda

Requires for operation

numpy

Requires for operation

tensorboard

Enables other tools

Development

tensorflow lite

Functionality extended by

tensorflow serving

Functionality extended by

tfx

Functionality extended by

tensorflow js

Functionality extended by

Similar

caffe

Similar functionality

theano

Similar functionality

paddlepaddle

Similar functionality