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 82,253 147,123 3,663 (5 issues need help) 211 Updated Aug 4, 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 13,681 395 (8 issues need help) 87 Updated Aug 4, 2020

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

machine-learning reinforcement-learning deep-learning machine-translation tpu

Python Apache-2.0 2,620 10,276 524 3 Updated Aug 4, 2020

tfx

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

machine-learning tensorflow apache-beam

Python Apache-2.0 331 1,102 126 177 Updated Aug 4, 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 1,335 2,492 33 3 Updated Aug 4, 2020

community

Stores documents used by the TensorFlow developer community

Apache-2.0 321 760 19 18 Updated Aug 4, 2020

tensorboard

TensorFlow's Visualization Toolkit

TypeScript Apache-2.0 1,248 4,769 471 66 Updated Aug 4, 2020

rust

Rust language bindings for TensorFlow

rust machine-learning tensorflow

Rust Apache-2.0 222 2,598 28 (1 issue needs help) 3 Updated Aug 4, 2020

neural-structured-learning

Training neural models with structured signals.

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

Python Apache-2.0 120 689 3 1 Updated Aug 4, 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 4,547 78 40 Updated Aug 4, 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-2.0 326 950 109 (32 issues need help) 40 Updated Aug 4, 2020

lingvo

Lingvo

nlp research translation tensorflow machine-translation speech distributed

Python Apache-2.0 325 2,060 67 (1 issue needs help) 0 Updated Aug 4, 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 24 1 16 Updated Aug 4, 2020

runtime

A performant and modular runtime for TensorFlow

MLIR Apache-2.0 47 390 10 2 Updated Aug 4, 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 18 113 23 7 Updated Aug 4, 2020

ngraph-bridge

TensorFlow-nGraph bridge

C++ Apache-2.0 54 113 25 14 Updated Aug 4, 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-2.0 193 859 37 15 Updated Aug 4, 2020

datasets

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

data machine-learning tensorflow datasets

Python Apache-2.0 733 2,269 194 (2 issues need help) 136 Updated Aug 4, 2020

quantum

Hybrid Quantum-Classical Machine Learning in TensorFlow

Python Apache-2.0 188 958 37 6 Updated Aug 4, 2020

data-validation

Library for exploring and validating machine learning data

Python Apache-2.0 90 475 35 3 Updated Aug 4, 2020

models

Models and examples built with TensorFlow

Python Apache-2.0 41,832 65,416 834 (3 issues need help) 122 Updated Aug 4, 2020

swift-models

Models and examples built with Swift for TensorFlow

Jupyter Notebook Apache-2.0 130 554 41 (18 issues need help) 15 Updated Aug 4, 2020

agents

TF-Agents is a library for Reinforcement Learning in TensorFlow

reinforcement-learning tensorflow

Python Apache-2.0 374 1,515 98 6 Updated Aug 4, 2020

docs

TensorFlow documentation

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

Jupyter Notebook Apache-2.0 3,785 3,664 1 28 Updated Aug 4, 2020

playground

Play with neural networks!

TypeScript Apache-2.0 2,009 9,247 65 20 Updated Aug 4, 2020

tfx-bsl

Common code for TFX

Python Apache-2.0 13 20 1 5 Updated Aug 4, 2020

federated

A framework for implementing federated learning

Python Apache-2.0 295 1,189 22 2 Updated Aug 3, 2020

docs-l10n

Community translations of TensorFlow documentation

documentation translation localization tensorflow tensorflow-tutorials

Jupyter Notebook Apache-2.0 225 128 10 61 Updated Aug 3, 2020

io

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

C++ Apache-2.0 113 344 106 (2 issues need help) 4 Updated Aug 3, 2020

graphics

TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow

Python Apache-2.0 249 2,263 48 (4 issues need help) 27 Updated Aug 3, 2020