tflite-micro

Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digital signal processors).

created at April 8, 2021, 9:40 p.m.

54

1,931

826

tfjs-examples

Examples built with TensorFlow.js

created at March 5, 2018, 5:43 a.m.

189

6,229

2,249

models

Models and examples built with TensorFlow

created at Feb. 5, 2016, 1:15 a.m.

2,722

77,155

45,766

tfjs-models

Pretrained models for TensorFlow.js

created at April 3, 2018, 9:04 p.m.

278

13,887

4,313

tensorflow

An Open Source Machine Learning Framework for Everyone

created at Nov. 7, 2015, 1:19 a.m.

7,577

186,304

74,310

ecosystem

Integration of TensorFlow with other open-source frameworks

created at Oct. 14, 2016, 7:02 p.m.

239

1,114

326

tfjs-core

WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.

created at Aug. 2, 2017, 2:45 p.m.

329

7,934

837

serving

A flexible, high-performance serving system for machine learning models

created at Jan. 26, 2016, 9:48 p.m.

241

5,868

2,203

rust

Rust language bindings for TensorFlow

created at Feb. 5, 2016, 12:32 a.m.

115

3,814

344

tfjs-node

TensorFlow powered JavaScript library for training and deploying ML models on Node.js.

created at Feb. 12, 2018, 6:23 p.m.

51

1,006

102

tfjs

A WebGL accelerated JavaScript library for training and deploying ML models.

created at March 5, 2018, 5:41 a.m.

328

17,038

1,811

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

created at Sept. 15, 2016, 12:28 a.m.

195

4,403

1,080

playground

Play with neural networks!

created at April 4, 2016, 6:18 p.m.

507

9,503

2,079

tensor2tensor

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

created at June 15, 2017, 4:57 p.m.

463

10,978

2,822

data-validation

Library for exploring and validating machine learning data

created at July 2, 2018, 3:47 p.m.

23

94

12

tensorboard

TensorFlow's Visualization Toolkit

created at May 15, 2017, 8:08 p.m.

191

6,680

1,650

datasets

A collection of datasets ready to use with TensorFlow

created at Sept. 10, 2018, 9:27 p.m.

50

666

79

tfjs-vis

A set of utilities for in browser visualization with TensorFlow.js

created at Aug. 9, 2018, 3:43 p.m.

13

101

9

adanet

Fast and flexible AutoML with learning guarantees.

created at June 28, 2018, 8:20 p.m.

157

2,693

381

ranking

Learning to Rank in TensorFlow

created at Dec. 3, 2018, 8:48 p.m.

26

659

78

privacy

Library for training machine learning models with privacy for training data

created at Dec. 21, 2018, 6:46 p.m.

50

880

145

swift-apis

Swift for TensorFlow Deep Learning Library

created at Feb. 12, 2019, 12:25 a.m.

45

615

109

lingvo

Lingvo

created at July 24, 2018, 10:30 p.m.

85

1,167

156

federated

A framework for implementing federated learning

created at Dec. 12, 2018, 11:15 p.m.

15

125

11

magenta

Magenta: Music and Art Generation with Machine Intelligence

created at May 5, 2016, 8:10 p.m.

828

14,812

3,016

swift-models

Models and examples built with Swift for TensorFlow

created at April 24, 2018, 7:21 p.m.

36

335

62

mlir

"Multi-Level Intermediate Representation" Compiler Infrastructure

created at March 29, 2019, 4:54 a.m.

186

1,606

255

graphics

TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow

created at Jan. 8, 2019, 10:39 a.m.

72

1,564

111

model-optimization

A suite of tools that users, both novice and advanced, can use to optimize machine learning models for deployment and execution.

created at Oct. 31, 2018, 8:34 p.m.

45

591

118

tpu

Reference models and tools for Cloud TPUs.

created at July 11, 2017, 11:54 p.m.

235

1,329

410

text

None

created at May 29, 2019, 10:10 p.m.

13

122

13

tfx

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

created at Feb. 4, 2019, 5:14 p.m.

101

1,251

371

hub

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

created at March 12, 2018, 7:55 a.m.

122

2,419

1,301

agents

TF-Agents is a library for Reinforcement Learning in TensorFlow

created at Nov. 17, 2018, 12:29 a.m.

89

1,398

332

addons

Useful extra functionality for TensorFlow 2.0 maintained by SIG-addons

created at Nov. 26, 2018, 11:57 p.m.

40

483

132

swift

Swift for TensorFlow Project Home Page

created at April 24, 2018, 7:18 p.m.

265

5,147

474

examples

TensorFlow examples

created at July 16, 2018, 10:11 p.m.

73

1,338

1,150

neural-structured-learning

None

created at Aug. 27, 2019, 9:48 p.m.

24

366

40

docs

TensorFlow documentation

created at April 12, 2018, 10:23 p.m.

147

2,182

2,309

quantum

Hybrid Quantum-Classical Machine Learning in TensorFlow

created at Feb. 6, 2020, 7:58 p.m.

39

618

78

java

Java bindings for TensorFlow

created at Sept. 9, 2019, 7:07 p.m.

33

178

40

mesh

Mesh TensorFlow: Model Parallelism Made Easier

created at Sept. 20, 2018, 8:23 p.m.

39

865

151

decision-forests

A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.

created at April 22, 2021, 2:37 p.m.

11

183

13

similarity

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

created at June 15, 2020, 5:17 p.m.

19

469

22

gnn

TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.

created at Aug. 10, 2021, 8:21 p.m.

20

364

24