@tensorflow

Top repositories

1

tensorflow

An Open Source Machine Learning Framework for Everyone
C++
183,443
star
2

models

Models and examples built with TensorFlow
Python
76,786
star
3

tfjs

A WebGL accelerated JavaScript library for training and deploying ML models.
TypeScript
18,256
star
4

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
Python
14,693
star
5

tfjs-models

Pretrained models for TensorFlow.js
TypeScript
13,865
star
6

playground

Play with neural networks!
TypeScript
11,585
star
7

tfjs-core

WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.
TypeScript
8,483
star
8

examples

TensorFlow examples
Jupyter Notebook
7,817
star
9

tensorboard

TensorFlow's Visualization Toolkit
TypeScript
6,601
star
10

tfjs-examples

Examples built with TensorFlow.js
JavaScript
6,486
star
11

nmt

TensorFlow Neural Machine Translation Tutorial
Python
6,315
star
12

swift

Swift for TensorFlow
Jupyter Notebook
6,118
star
13

serving

A flexible, high-performance serving system for machine learning models
C++
6,068
star
14

docs

TensorFlow documentation
Jupyter Notebook
6,051
star
15

tpu

Reference models and tools for Cloud TPUs.
Jupyter Notebook
5,189
star
16

rust

Rust language bindings for TensorFlow
Rust
4,939
star
17

lucid

A collection of infrastructure and tools for research in neural network interpretability.
Jupyter Notebook
4,611
star
18

datasets

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
Python
4,225
star
19

probability

Probabilistic reasoning and statistical analysis in TensorFlow
Jupyter Notebook
4,053
star
20

adanet

Fast and flexible AutoML with learning guarantees.
Jupyter Notebook
3,474
star
21

hub

A library for transfer learning by reusing parts of TensorFlow models.
Python
3,452
star
22

minigo

An open-source implementation of the AlphaGoZero algorithm
C++
3,428
star
23

skflow

Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning
Python
3,180
star
24

lingvo

Lingvo
Python
2,800
star
25

agents

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
Python
2,754
star
26

graphics

TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
Python
2,742
star
27

ranking

Learning to Rank in TensorFlow
Python
2,723
star
28

federated

A framework for implementing federated learning
Python
2,281
star
29

tfx

TFX is an end-to-end platform for deploying production ML pipelines
Python
2,081
star
30

privacy

Library for training machine learning models with privacy for training data
Python
1,893
star
31

fold

Deep learning with dynamic computation graphs in TensorFlow
Python
1,821
star
32

recommenders

TensorFlow Recommenders is a library for building recommender system models using TensorFlow.
Python
1,774
star
33

quantum

Hybrid Quantum-Classical Machine Learning in TensorFlow
Python
1,759
star
34

tflite-micro

Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digital signal processors).
C++
1,744
star
35

mlir

"Multi-Level Intermediate Representation" Compiler Infrastructure
1,720
star
36

addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons
Python
1,680
star
37

haskell

Haskell bindings for TensorFlow
Haskell
1,558
star
38

mesh

Mesh TensorFlow: Model Parallelism Made Easier
Python
1,557
star
39

model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
Python
1,477
star
40

workshops

A few exercises for use at events.
Jupyter Notebook
1,457
star
41

ecosystem

Integration of TensorFlow with other open-source frameworks
Scala
1,371
star
42

gnn

TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.
Python
1,294
star
43

model-analysis

Model analysis tools for TensorFlow
Python
1,242
star
44

community

Stores documents used by the TensorFlow developer community
C++
1,239
star
45

text

Making text a first-class citizen in TensorFlow.
C++
1,207
star
46

benchmarks

A benchmark framework for Tensorflow
Python
1,140
star
47

tfjs-node

TensorFlow powered JavaScript library for training and deploying ML models on Node.js.
TypeScript
1,048
star
48

similarity

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
Python
998
star
49

transform

Input pipeline framework
Python
982
star
50

neural-structured-learning

Training neural models with structured signals.
Python
980
star
51

gan

Tooling for GANs in TensorFlow
Jupyter Notebook
907
star
52

compression

Data compression in TensorFlow
Python
841
star
53

swift-apis

Swift for TensorFlow Deep Learning Library
Swift
794
star
54

java

Java bindings for TensorFlow
Java
785
star
55

deepmath

Experiments towards neural network theorem proving
C++
779
star
56

data-validation

Library for exploring and validating machine learning data
Python
753
star
57

runtime

A performant and modular runtime for TensorFlow
C++
745
star
58

tensorrt

TensorFlow/TensorRT integration
Jupyter Notebook
732
star
59

docs-l10n

Translations of TensorFlow documentation
Jupyter Notebook
697
star
60

tfjs-converter

Convert TensorFlow SavedModel and Keras models to TensorFlow.js
TypeScript
697
star
61

io

Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
C++
689
star
62

decision-forests

A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.
Python
650
star
63

swift-models

Models and examples built with Swift for TensorFlow
Jupyter Notebook
644
star
64

tcav

Code for the TCAV ML interpretability project
Jupyter Notebook
612
star
65

recommenders-addons

Additional utils and helpers to extend TensorFlow when build recommendation systems, contributed and maintained by SIG Recommenders.
Cuda
557
star
66

tfjs-wechat

WeChat Mini-program plugin for TensorFlow.js
TypeScript
528
star
67

lattice

Lattice methods in TensorFlow
Python
519
star
68

flutter-tflite

Dart
426
star
69

model-card-toolkit

A toolkit that streamlines and automates the generation of model cards
Python
410
star
70

mlir-hlo

MLIR
378
star
71

custom-op

Guide for building custom op for TensorFlow
Smarty
373
star
72

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.
Python
368
star
73

tflite-support

TFLite Support is a toolkit that helps users to develop ML and deploy TFLite models onto mobile / ioT devices.
C++
363
star
74

tfjs-vis

A set of utilities for in browser visualization with TensorFlow.js
TypeScript
360
star
75

profiler

A profiling and performance analysis tool for TensorFlow
TypeScript
345
star
76

fairness-indicators

Tensorflow's Fairness Evaluation and Visualization Toolkit
Jupyter Notebook
336
star
77

moonlight

Optical music recognition in TensorFlow
Python
325
star
78

tfjs-tsne

TypeScript
309
star
79

estimator

TensorFlow Estimator
Python
296
star
80

embedding-projector-standalone

HTML
286
star
81

tfjs-layers

TensorFlow.js high-level layers API
TypeScript
283
star
82

build

Build-related tools for TensorFlow
Shell
259
star
83

kfac

An implementation of KFAC for TensorFlow
Python
196
star
84

tflite-micro-arduino-examples

C++
189
star
85

ngraph-bridge

TensorFlow-nGraph bridge
C++
137
star
86

profiler-ui

[Deprecated] The TensorFlow Profiler (TFProf) UI provides a visual interface for profiling TensorFlow models.
HTML
134
star
87

tensorboard-plugin-example

Python
134
star
88

tfx-addons

Developers helping developers. TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools for TFX. The projects are organized under the auspices of the special interest group, SIG TFX-Addons. Join the group at http://goo.gle/tfx-addons-group
Jupyter Notebook
123
star
89

metadata

Utilities for passing TensorFlow-related metadata between tools
Python
102
star
90

networking

Enhanced networking support for TensorFlow. Maintained by SIG-networking.
C++
97
star
91

tfhub.dev

Python
73
star
92

tfjs-website

WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.
CSS
70
star
93

java-ndarray

Java
68
star
94

java-models

Models in Java
Java
67
star
95

tfjs-data

Simple APIs to load and prepare data for use in machine learning models
TypeScript
66
star
96

tfx-bsl

Common code for TFX
Python
61
star
97

autograph

Python
50
star
98

model-remediation

Model Remediation is a library that provides solutions for machine learning practitioners working to create and train models in a way that reduces or eliminates user harm resulting from underlying performance biases.
Python
42
star
99

codelabs

Jupyter Notebook
36
star
100

tensorstore

C++
25
star