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

serving

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

docs

TensorFlow documentation

probability

Probabilistic reasoning and statistical analysis in TensorFlow

datasets

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

hub

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

lingvo

Lingvo

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

quantum

Hybrid Quantum-Classical Machine Learning in TensorFlow

model-optimization

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

tflite-micro

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

benchmarks

A benchmark framework for Tensorflow

text

Making text a first-class citizen in TensorFlow.

gnn

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

similarity

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

io

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

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.

fairness-indicators

Tensorflow's Fairness Evaluation and Visualization Toolkit

mlir-hlo

metadata

Utilities for passing TensorFlow-related metadata between tools

tfx-bsl

Common code for TFX