Discover tensorflow/tfx-bsl Open Source project by @tensorflow

Models and examples built with TensorFlow

186,123

models

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

77,049

tfjs

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

18,430

tensor2tensor

Pretrained models for TensorFlow.js

14,693

tfjs-models

Play with neural networks!

14,058

playground

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

11,585

tfjs-core

examples

tensorboard

TensorFlow's Visualization Toolkit

Examples built with TensorFlow.js

6,686

tfjs-examples

JavaScript

6,553

nmt

TensorFlow Neural Machine Translation Tutorial

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

6,315

docs

TensorFlow documentation

swift

serving

Reference models and tools for Cloud TPUs.

6,068

tpu

Rust language bindings for TensorFlow

5,214

rust

Rust

4,939

lucid

A collection of infrastructure and tools for research in neural network interpretability.

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

4,611

datasets

Probabilistic reasoning and statistical analysis in TensorFlow

4,298

probability

Fast and flexible AutoML with learning guarantees.

4,053

adanet

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

3,474

hub

An open-source implementation of the AlphaGoZero algorithm

3,467

minigo

Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning

3,428

skflow

lingvo

agents

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

TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow

2,775

graphics

Learning to Rank in TensorFlow

2,744

ranking

A framework for implementing federated learning

2,735

federated

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

2,281

tfx

Library for training machine learning models with privacy for training data

2,099

privacy

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

1,916

tflite-micro

Deep learning with dynamic computation graphs in TensorFlow

1,887

fold

TensorFlow Recommenders is a library for building recommender system models using TensorFlow.

1,824

recommenders

Hybrid Quantum-Classical Machine Learning in TensorFlow

1,816

quantum

"Multi-Level Intermediate Representation" Compiler Infrastructure

1,798

mlir

1,720

addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

Mesh TensorFlow: Model Parallelism Made Easier

1,690

mesh

Haskell bindings for TensorFlow

1,589

haskell

Haskell

1,558

model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

A few exercises for use at events.

1,486

workshops

Integration of TensorFlow with other open-source frameworks

1,457

ecosystem

Scala

1,370

gnn

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

Model analysis tools for TensorFlow

1,320

model-analysis

Stores documents used by the TensorFlow developer community

1,250

community

Making text a first-class citizen in TensorFlow.

1,239

text

A benchmark framework for Tensorflow

1,224

benchmarks

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

1,144

tfjs-node

transform

Input pipeline framework

Training neural models with structured signals.

984

neural-structured-learning

Tooling for GANs in TensorFlow

982

gan

Data compression in TensorFlow

907

compression

Java bindings for TensorFlow

849

java

Java

818

swift-apis

Swift for TensorFlow Deep Learning Library

Swift

794

deepmath

Experiments towards neural network theorem proving

Library for exploring and validating machine learning data

779

data-validation

A performant and modular runtime for TensorFlow

756

runtime

TensorFlow/TensorRT integration

754

tensorrt

Translations of TensorFlow documentation

736

docs-l10n

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

716

Convert TensorFlow SavedModel and Keras models to TensorFlow.js

698

tfjs-converter

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

697

decision-forests

Models and examples built with Swift for TensorFlow

656

swift-models

Code for the TCAV ML interpretability project

644

tcav

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

612

recommenders-addons

Cuda

590

tfjs-wechat

WeChat Mini-program plugin for TensorFlow.js

flutter-tflite

lattice

Lattice methods in TensorFlow

A toolkit that streamlines and automates the generation of model cards

519

model-card-toolkit

mlir-hlo

tflite-support

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

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.

374

cloud

Guide for building custom op for TensorFlow

374

custom-op

Smarty

373

tfjs-vis

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

A profiling and performance analysis tool for TensorFlow

360

profiler

Tensorflow's Fairness Evaluation and Visualization Toolkit

359

fairness-indicators

Optical music recognition in TensorFlow

341

moonlight

tfjs-tsne

estimator

embedding-projector-standalone

HTML

293

tfjs-layers

TensorFlow.js high-level layers API

Build-related tools for TensorFlow

283

build

Shell

275

tflite-micro-arduino-examples

An implementation of KFAC for TensorFlow

207

kfac

197

ngraph-bridge

TensorFlow-nGraph bridge

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

137

profiler-ui

HTML

134

tensorboard-plugin-example

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

134

tfx-addons

Utilities for passing TensorFlow-related metadata between tools

125

metadata

Enhanced networking support for TensorFlow. Maintained by SIG-networking.

102

networking

tfhub.dev

java-ndarray

java-models

tfjs-website

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

CSS

tfjs-data

Simple APIs to load and prepare data for use in machine learning models

autograph