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.

C++

50

1,594

717

GitHub
tfjs-examples

Examples built with TensorFlow.js

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

JavaScript

189

6,229

2,249

GitHub
models

Models and examples built with TensorFlow

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

Jupyter Notebook

2,797

75,274

46,149

GitHub
tfjs-models

Pretrained models for TensorFlow.js

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

TypeScript

273

13,030

4,174

GitHub
tensorflow

An Open Source Machine Learning Framework for Everyone

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

C++

7,644

181,485

73,771

GitHub
ecosystem

Integration of TensorFlow with other open-source frameworks

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

Scala

239

1,114

326

GitHub
tfjs-core

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

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

TypeScript

329

7,934

837

GitHub
serving

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

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

C++

241

5,868

2,203

GitHub
rust

Rust language bindings for TensorFlow

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

Rust

115

3,814

344

GitHub
tfjs-node

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

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

TypeScript

51

1,006

102

GitHub
tfjs

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

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

TypeScript

328

17,038

1,811

GitHub
cleverhans

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

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

Python

195

4,403

1,080

GitHub
playground

Play with neural networks!

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

TypeScript

507

9,503

2,079

GitHub
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.

Python

463

10,978

2,822

GitHub
data-validation

Library for exploring and validating machine learning data

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

C++

23

94

12

GitHub
tensorboard

TensorFlow's Visualization Toolkit

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

TypeScript

189

5,958

1,530

GitHub
datasets

A collection of datasets ready to use with TensorFlow

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

Python

50

666

79

GitHub
tfjs-vis

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

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

TypeScript

13

101

9

GitHub
adanet

Fast and flexible AutoML with learning guarantees.

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

Python

157

2,693

381

GitHub
ranking

Learning to Rank in TensorFlow

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

Python

26

659

78

GitHub
privacy

Library for training machine learning models with privacy for training data

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

Python

50

880

145

GitHub
swift-apis

Swift for TensorFlow Deep Learning Library

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

Swift

45

615

109

GitHub
lingvo

Lingvo

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

Python

85

1,167

156

GitHub
federated

A framework for implementing federated learning

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

Python

15

125

11

GitHub
magenta

Magenta: Music and Art Generation with Machine Intelligence

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

Python

828

14,812

3,016

GitHub
swift-models

Models and examples built with Swift for TensorFlow

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

Swift

36

335

62

GitHub
mlir

"Multi-Level Intermediate Representation" Compiler Infrastructure

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

C++

186

1,606

255

GitHub
graphics

TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow

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

Python

72

1,564

111

GitHub
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.

Python

45

591

118

GitHub
tpu

Reference models and tools for Cloud TPUs.

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

Jupyter Notebook

235

1,329

410

GitHub
text

None

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

Python

13

122

13

GitHub
tfx

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

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

Python

101

1,251

371

GitHub
hub

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

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

Python

122

2,419

1,301

GitHub
agents

TF-Agents is a library for Reinforcement Learning in TensorFlow

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

Python

89

1,398

332

GitHub
addons

Useful extra functionality for TensorFlow 2.0 maintained by SIG-addons

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

Python

40

483

132

GitHub
swift

Swift for TensorFlow Project Home Page

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

Swift

265

5,147

474

GitHub
examples

TensorFlow examples

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

Jupyter Notebook

73

1,338

1,150

GitHub
neural-structured-learning

None

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

Python

24

366

40

GitHub
docs

TensorFlow documentation

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

Jupyter Notebook

147

2,182

2,309

GitHub
quantum

Hybrid Quantum-Classical Machine Learning in TensorFlow

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

Python

39

618

78

GitHub
java

Java bindings for TensorFlow

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

Java

33

178

40

GitHub
mesh

Mesh TensorFlow: Model Parallelism Made Easier

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

Python

39

865

151

GitHub
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.

Python

11

183

13

GitHub
similarity

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

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

Python

19

469

22

GitHub
gnn

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

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

Python

20

364

24

GitHub