tensorflow

Repositories

models

Models and examples built with TensorFlow

Python Apache-2.0 41,797 65,327 826 (3 issues need help) 125 Updated Jul 30, 2020

examples

TensorFlow examples

tensorflow tensorflow-examples

Jupyter Notebook Apache-2.0 3,623 3,634 0 47 Updated Jul 30, 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 82,192 146,946 3,622 (5 issues need help) 203 Updated Jul 30, 2020

tensorboard

TensorFlow's Visualization Toolkit

TypeScript Apache-2.0 1,245 4,761 472 56 Updated Jul 30, 2020

runtime

A performant and modular runtime for TensorFlow

MLIR Apache-2.0 44 389 10 2 Updated Jul 30, 2020

docs-l10n

Community translations of TensorFlow documentation

documentation translation localization tensorflow tensorflow-tutorials

Jupyter Notebook Apache-2.0 219 126 10 61 Updated Jul 30, 2020

graphics

TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow

Python Apache-2.0 246 2,258 48 (4 issues need help) 28 Updated Jul 30, 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 11 Updated Jul 30, 2020

datasets

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

data machine-learning tensorflow datasets

Python Apache-2.0 723 2,253 205 (2 issues need help) 153 Updated Jul 30, 2020

privacy

Library for training machine learning models with privacy for training data

machine-learning privacy

Python Apache-2.0 237 1,174 23 4 Updated Jul 30, 2020

federated

A framework for implementing federated learning

Python Apache-2.0 294 1,184 22 2 Updated Jul 30, 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 1,253 13,651 389 (8 issues need help) 77 Updated Jul 30, 2020

ngraph-bridge

TensorFlow-nGraph bridge

C++ Apache-2.0 54 113 25 14 Updated Jul 30, 2020

tfx

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

machine-learning tensorflow apache-beam

Python Apache-2.0 328 1,095 126 245 Updated Jul 30, 2020

playground

Play with neural networks!

TypeScript Apache-2.0 1,998 9,236 63 19 Updated Jul 30, 2020

quantum

Hybrid Quantum-Classical Machine Learning in TensorFlow

Python Apache-2.0 184 953 31 5 Updated Jul 30, 2020

lingvo

Lingvo

nlp research translation tensorflow machine-translation speech distributed

Python Apache-2.0 323 2,047 67 (1 issue needs help) 0 Updated Jul 30, 2020

probability

Probabilistic reasoning and statistical analysis in TensorFlow

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

Jupyter Notebook Apache-2.0 782 2,991 321 (1 issue needs help) 31 Updated Jul 30, 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 13 Updated Jul 30, 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 1,804 4,532 76 40 Updated Jul 30, 2020

docs

TensorFlow documentation

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

Jupyter Notebook Apache-2.0 3,775 3,645 1 28 Updated Jul 30, 2020

model-card-toolkit

a tool that leverages rich metadata and lineage information in MLMD to build a model card

Python Apache-2.0 1 14 0 1 Updated Jul 29, 2020

swift-models

Models and examples built with Swift for TensorFlow

Jupyter Notebook Apache-2.0 131 552 41 (18 issues need help) 15 Updated Jul 29, 2020

metadata

Utilities for passing TensorFlow-related metadata between tools

Python Apache-2.0 27 53 3 1 Updated Jul 29, 2020

rust

Rust language bindings for TensorFlow

rust machine-learning tensorflow

Rust Apache-2.0 217 2,590 28 (1 issue needs help) 3 Updated Jul 29, 2020

tpu

Reference models and tools for Cloud TPUs.

Jupyter Notebook Apache-2.0 1,337 3,700 167 20 Updated Jul 29, 2020

text

Making text a first-class citizen in TensorFlow.

Python Apache-2.0 67 611 13 15 Updated Jul 29, 2020

io

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

C++ Apache-2.0 113 343 104 (2 issues need help) 6 Updated Jul 29, 2020

data-validation

Library for exploring and validating machine learning data

Python Apache-2.0 90 475 35 3 Updated Jul 30, 2020

model-analysis

Model analysis tools for TensorFlow

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