tensorflow

Repositories

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 82,165 146,847 3,597 (5 issues need help) 222 Updated Jul 28, 2020

docs

TensorFlow documentation

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

Jupyter Notebook Apache-2.0 3,772 3,637 1 27 Updated Jul 28, 2020

datasets

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

data machine-learning tensorflow datasets

Python Apache-2.0 718 2,254 204 (2 issues need help) 160 Updated Jul 28, 2020

tfx

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

machine-learning tensorflow apache-beam

Python Apache-2.0 327 1,089 122 251 Updated Jul 28, 2020

community

Stores documents used by the TensorFlow developer community

Apache-2.0 322 758 18 18 Updated Jul 28, 2020

graphics

TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow

Python Apache-2.0 245 2,255 46 (4 issues need help) 29 Updated Jul 28, 2020

lingvo

Lingvo

nlp research translation tensorflow machine-translation speech distributed

Python Apache-2.0 322 2,044 67 (1 issue needs help) 0 Updated Jul 28, 2020

cloud

The TensorFlow Cloud repository provides APIs that will allow to easily go from debugging and training your Keras and TensorFlow code in a local environment to distributed training in the cloud.

cloud tensorflow keras gcp

Python Apache-2.0 17 106 19 4 Updated Jul 28, 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-2.0 320 941 109 (33 issues need help) 41 Updated Jul 28, 2020

models

Models and examples built with TensorFlow

Python Apache-2.0 41,759 65,280 825 (3 issues need help) 119 Updated Jul 27, 2020

tensorboard

TensorFlow's Visualization Toolkit

TypeScript Apache-2.0 1,243 4,759 472 59 Updated Jul 28, 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 1,251 13,641 394 (8 issues need help) 74 Updated Jul 28, 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 21 1 13 Updated Jul 28, 2020

ngraph-bridge

TensorFlow-nGraph bridge

C++ Apache-2.0 54 113 25 18 Updated Jul 28, 2020

java

Java bindings for TensorFlow

Java Apache-2.0 26 97 9 2 Updated Jul 28, 2020

estimator

TensorFlow Estimator

Python Apache-2.0 136 180 7 5 Updated Jul 28, 2020

runtime

A performant and modular runtime for TensorFlow

MLIR Apache-2.0 42 388 9 1 Updated Jul 28, 2020

io

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

C++ Apache-2.0 113 338 102 (2 issues need help) 7 Updated Jul 28, 2020

tfjs-models

Pretrained models for TensorFlow.js

TypeScript Apache-2.0 2,009 6,711 1 65 Updated Jul 28, 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 1,802 4,525 76 39 Updated Jul 28, 2020

tfx-bsl

Common code for TFX

Python Apache-2.0 10 20 2 4 Updated Jul 28, 2020

profiler

A profiling and performance analysis tool for TensorFlow

TypeScript Apache-2.0 15 100 13 7 Updated Jul 28, 2020

docs-l10n

Community translations of TensorFlow documentation

documentation translation localization tensorflow tensorflow-tutorials

Jupyter Notebook Apache-2.0 216 126 10 59 Updated Jul 28, 2020

text

Making text a first-class citizen in TensorFlow.

Python Apache-2.0 66 610 13 14 Updated Jul 28, 2020

federated

A framework for implementing federated learning

Python Apache-2.0 295 1,178 23 2 Updated Jul 27, 2020

agents

TF-Agents is a library for Reinforcement Learning in TensorFlow

reinforcement-learning tensorflow

Python Apache-2.0 373 1,507 94 6 Updated Jul 28, 2020

transform

Input pipeline framework

Python Apache-2.0 166 824 32 5 Updated Jul 27, 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-2.0 188 858 38 15 Updated Jul 27, 2020

probability

Probabilistic reasoning and statistical analysis in TensorFlow

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

Jupyter Notebook Apache-2.0 777 2,986 319 (1 issue needs help) 30 Updated Jul 27, 2020

model-analysis

Model analysis tools for TensorFlow

Python Apache-2.0 191 973 12 7 Updated Jul 27, 2020