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 82,179 146,900 3,620 (5 issues need help) 218 Updated Jul 29, 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 1,803 4,530 75 40 Updated Jul 29, 2020

docs-l10n

Community translations of TensorFlow documentation

documentation translation localization tensorflow tensorflow-tutorials

Jupyter Notebook Apache-2.0 217 126 10 61 Updated Jul 29, 2020

neural-structured-learning

Training neural models with structured signals.

tensorflow keras neural-networks regularization adversarial-learning graph-learning structured-signals

Python Apache-2.0 116 686 3 1 Updated Jul 29, 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 22 1 11 Updated Jul 29, 2020

models

Models and examples built with TensorFlow

Python Apache-2.0 41,789 65,311 821 (3 issues need help) 122 Updated Jul 29, 2020

tensorboard

TensorFlow's Visualization Toolkit

TypeScript Apache-2.0 1,243 4,761 472 60 Updated Jul 29, 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-2.0 189 858 38 16 Updated Jul 29, 2020

tfx

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

machine-learning tensorflow apache-beam

Python Apache-2.0 327 1,093 124 253 Updated Jul 29, 2020

lingvo

Lingvo

nlp research translation tensorflow machine-translation speech distributed

Python Apache-2.0 323 2,045 67 (1 issue needs help) 0 Updated Jul 29, 2020

tfx-bsl

Common code for TFX

Python Apache-2.0 10 20 2 4 Updated Jul 29, 2020

mesh

Mesh TensorFlow: Model Parallelism Made Easier

Python Apache-2.0 94 526 35 12 Updated Jul 29, 2020

text

Making text a first-class citizen in TensorFlow.

Python Apache-2.0 67 610 13 17 Updated Jul 29, 2020

examples

TensorFlow examples

tensorflow tensorflow-examples

Jupyter Notebook Apache-2.0 3,610 3,625 0 47 Updated Jul 29, 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 13,649 394 (8 issues need help) 74 Updated Jul 29, 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 17 107 21 4 Updated Jul 29, 2020

runtime

A performant and modular runtime for TensorFlow

MLIR Apache-2.0 44 389 9 2 Updated Jul 29, 2020

model-analysis

Model analysis tools for TensorFlow

Python Apache-2.0 191 973 12 7 Updated Jul 29, 2020

ngraph-bridge

TensorFlow-nGraph bridge

C++ Apache-2.0 54 113 25 17 Updated Jul 29, 2020

datasets

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

data machine-learning tensorflow datasets

Python Apache-2.0 721 2,252 204 (2 issues need help) 155 Updated Jul 29, 2020

fairness-indicators

Tensorflow's Fairness Evaluation and Visualization Toolkit

tensorflow fairness-ml fairness-indicators

Python Apache-2.0 33 131 0 9 Updated Jul 29, 2020

federated

A framework for implementing federated learning

Python Apache-2.0 294 1,181 23 2 Updated Jul 29, 2020

profiler

A profiling and performance analysis tool for TensorFlow

TypeScript Apache-2.0 15 101 13 6 Updated Jul 29, 2020

community

Stores documents used by the TensorFlow developer community

Apache-2.0 322 758 18 19 Updated Jul 29, 2020

probability

Probabilistic reasoning and statistical analysis in TensorFlow

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

Jupyter Notebook Apache-2.0 779 2,989 320 (1 issue needs help) 30 Updated Jul 29, 2020

data-validation

Library for exploring and validating machine learning data

Python Apache-2.0 90 475 35 3 Updated Jul 28, 2020

metadata

Utilities for passing TensorFlow-related metadata between tools

Python Apache-2.0 27 53 3 1 Updated Jul 29, 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-2.0 321 942 109 (33 issues need help) 41 Updated Jul 28, 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) 2 Updated Jul 28, 2020

agents

TF-Agents is a library for Reinforcement Learning in TensorFlow

reinforcement-learning tensorflow

Python Apache-2.0 372 1,507 94 6 Updated Jul 28, 2020