tensorflow

Repositories

tfx

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

machine-learning tensorflow apache-beam

Python Apache-2.0 332 1,109 127 122 Updated Aug 10, 2020

tflite-support

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

C++ Apache-2.0 3 29 1 16 Updated Aug 10, 2020

models

Models and examples built with TensorFlow

Python Apache-2.0 41,917 65,497 841 (3 issues need help) 130 Updated Aug 10, 2020

privacy

Library for training machine learning models with privacy for training data

machine-learning privacy

Python Apache-2.0 239 1,183 23 4 Updated Aug 10, 2020

tfjs

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

javascript webgl machine-learning typescript deep-learning neural-network wasm

TypeScript Apache-2.0 1,273 13,710 393 (8 issues need help) 83 Updated Aug 10, 2020

community

Stores documents used by the TensorFlow developer community

Apache-2.0 320 763 19 21 Updated Aug 10, 2020

tensorflow

An Open Source Machine Learning Framework for Everyone

python machine-learning deep-neural-networks deep-learning neural-network tensorflow ml

C++ Apache-2.0 82,334 147,309 3,663 (5 issues need help) 204 Updated Aug 10, 2020

docs

TensorFlow documentation

documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples

Jupyter Notebook Apache-2.0 3,795 3,681 1 27 Updated Aug 10, 2020

graphics

TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow

Python Apache-2.0 249 2,265 48 (4 issues need help) 29 Updated Aug 10, 2020

swift-models

Models and examples built with Swift for TensorFlow

Jupyter Notebook Apache-2.0 132 554 41 (18 issues need help) 16 Updated Aug 10, 2020

serving

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

python machine-learning deep-neural-networks deep-learning neural-network cpp tensorflow

C++ Apache-2.0 1,805 4,556 73 40 Updated Aug 10, 2020

examples

TensorFlow examples

tensorflow tensorflow-examples

Jupyter Notebook Apache-2.0 3,662 3,695 0 46 Updated Aug 10, 2020

probability

Probabilistic reasoning and statistical analysis in TensorFlow

data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks

Jupyter Notebook Apache-2.0 786 3,001 326 (1 issue needs help) 35 Updated Aug 10, 2020

datasets

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

data machine-learning tensorflow datasets

Python Apache-2.0 745 2,287 195 (2 issues need help) 147 Updated Aug 10, 2020

tfjs-models

Pretrained models for TensorFlow.js

TypeScript Apache-2.0 2,044 6,790 1 45 Updated Aug 10, 2020

gan

Tooling for GANs in TensorFlow

Jupyter Notebook Apache-2.0 97 411 5 5 Updated Aug 10, 2020

text

Making text a first-class citizen in TensorFlow.

Python Apache-2.0 67 616 12 22 Updated Aug 10, 2020

agents

TF-Agents is a library for Reinforcement Learning in TensorFlow

reinforcement-learning tensorflow

Python Apache-2.0 381 1,525 101 7 Updated Aug 10, 2020

runtime

A performant and modular runtime for TensorFlow

MLIR Apache-2.0 47 392 8 1 Updated Aug 9, 2020

model-optimization

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

machine-learning sparsity compression deep-learning tensorflow optimization keras

Python Apache-2.0 196 865 38 13 Updated Aug 9, 2020

addons

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

python machine-learning deep-learning neural-network tensorflow tensorflow-addons

Python Apache-2.0 333 959 112 (32 issues need help) 38 Updated Aug 9, 2020

io

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

C++ Apache-2.0 117 344 106 (2 issues need help) 5 Updated Aug 8, 2020

tfjs-wechat

WeChat Mini-program plugin for TensorFlow.js

TypeScript 51 239 2 0 Updated Aug 8, 2020

tensorboard

TensorFlow's Visualization Toolkit

TypeScript Apache-2.0 1,253 4,777 473 69 Updated Aug 9, 2020

lingvo

Lingvo

nlp research translation tensorflow machine-translation speech distributed

Python Apache-2.0 325 2,066 67 (1 issue needs help) 0 Updated Aug 8, 2020

metadata

Utilities for passing TensorFlow-related metadata between tools

Python Apache-2.0 27 53 3 1 Updated Aug 8, 2020

federated

A framework for implementing federated learning

Python Apache-2.0 300 1,200 23 2 Updated Aug 8, 2020

tfjs-website

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

CSS Apache-2.0 70 39 0 4 Updated Aug 8, 2020

swift-apis

Swift for TensorFlow Deep Learning Library

swift deep-learning tensorflow differentiable-programming

Swift Apache-2.0 133 696 69 (11 issues need help) 3 Updated Aug 7, 2020

profiler

A profiling and performance analysis tool for TensorFlow

TypeScript Apache-2.0 15 107 15 7 Updated Aug 7, 2020