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 82,291 147,197 3,660 (5 issues need help) 214 Updated Aug 6, 2020

datasets

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

data machine-learning tensorflow datasets

Python Apache-2.0 736 2,272 194 (2 issues need help) 140 Updated Aug 6, 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 26 1 16 Updated Aug 6, 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 4,549 76 40 Updated Aug 6, 2020

privacy

Library for training machine learning models with privacy for training data

machine-learning privacy

Python Apache-2.0 238 1,181 23 4 Updated Aug 6, 2020

playground

Play with neural networks!

TypeScript Apache-2.0 2,009 9,248 65 21 Updated Aug 6, 2020

text

Making text a first-class citizen in TensorFlow.

Python Apache-2.0 67 613 12 20 Updated Aug 6, 2020

models

Models and examples built with TensorFlow

Python Apache-2.0 41,883 65,457 844 (3 issues need help) 126 Updated Aug 6, 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-2.0 195 866 37 13 Updated Aug 6, 2020

community

Stores documents used by the TensorFlow developer community

Apache-2.0 321 763 19 19 Updated Aug 6, 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 1,265 13,691 396 (8 issues need help) 82 Updated Aug 6, 2020

hub

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

python machine-learning tensorflow ml embeddings image-classification transfer-learning

Python Apache-2.0 1,338 2,493 33 3 Updated Aug 6, 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-2.0 330 953 110 (32 issues need help) 40 Updated Aug 6, 2020

rust

Rust language bindings for TensorFlow

rust machine-learning tensorflow

Rust Apache-2.0 222 2,604 27 (1 issue needs help) 2 Updated Aug 6, 2020

tfx

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

machine-learning tensorflow apache-beam

Python Apache-2.0 331 1,107 127 175 Updated Aug 6, 2020

profiler

A profiling and performance analysis tool for TensorFlow

TypeScript Apache-2.0 15 105 15 9 Updated Aug 6, 2020

tfx-bsl

Common code for TFX

Python Apache-2.0 13 20 1 6 Updated Aug 6, 2020

lingvo

Lingvo

nlp research translation tensorflow machine-translation speech distributed

Python Apache-2.0 325 2,062 67 (1 issue needs help) 0 Updated Aug 6, 2020

java

Java bindings for TensorFlow

Java Apache-2.0 26 102 9 3 Updated Aug 6, 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 2,999 325 (1 issue needs help) 35 Updated Aug 6, 2020

docs

TensorFlow documentation

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

Jupyter Notebook Apache-2.0 3,792 3,668 1 27 Updated Aug 6, 2020

tensorboard

TensorFlow's Visualization Toolkit

TypeScript Apache-2.0 1,249 4,773 472 68 Updated Aug 6, 2020

runtime

A performant and modular runtime for TensorFlow

MLIR Apache-2.0 47 390 9 1 Updated Aug 6, 2020

swift-models

Models and examples built with Swift for TensorFlow

Jupyter Notebook Apache-2.0 131 554 41 (18 issues need help) 13 Updated Aug 5, 2020

data-validation

Library for exploring and validating machine learning data

Python Apache-2.0 90 476 36 3 Updated Aug 6, 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 19 126 25 4 Updated Aug 5, 2020

tfjs-models

Pretrained models for TensorFlow.js

TypeScript Apache-2.0 2,037 6,772 1 45 Updated Aug 6, 2020

swift

Swift for TensorFlow

machine-learning tensorflow differentiable-programming

Jupyter Notebook Apache-2.0 533 5,617 35 (1 issue needs help) 0 Updated Aug 6, 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) 5 Updated Aug 5, 2020

quantum

Hybrid Quantum-Classical Machine Learning in TensorFlow

Python Apache-2.0 188 959 39 4 Updated Aug 5, 2020