tensorflow

tfjs

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

javascript webgl machine-learning typescript deep-learning neural-network wasm

TypeScript Apache-2.0 994 12,265 440 (10 issues need help) 37 Updated Dec 18, 2019
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 79,118 139,034 2,987 (9 issues need help) 250 Updated Dec 18, 2019
mlir

"Multi-Level Intermediate Representation" Compiler Infrastructure

C++ Apache-2.0 255 1,598 56 (2 issues need help) 15 Updated Dec 18, 2019
tfx

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

machine-learning tensorflow apache-beam

Python Apache-2.0 206 800 55 (1 issue needs help) 145 Updated Dec 18, 2019
tensorboard

TensorFlow's Visualization Toolkit

Python Apache-2.0 1,107 4,368 428 51 Updated Dec 18, 2019
lingvo

Lingvo

nlp research translation tensorflow machine-translation speech distributed

Python Apache-2.0 278 1,843 42 (1 issue needs help) 2 Updated Dec 18, 2019
java

Java bindings for TensorFlow

Java 11 16 3 2 Updated Dec 18, 2019
swift-apis

Swift for TensorFlow Deep Learning Library

swift deep-learning tensorflow differentiable-programming

Swift Apache-2.0 91 575 32 (8 issues need help) 8 Updated Dec 18, 2019
examples

TensorFlow examples

tensorflow tensorflow-examples

Jupyter Notebook Apache-2.0 2,017 2,114 0 39 Updated Dec 18, 2019
addons

Useful extra functionality for TensorFlow 2.0 maintained by SIG-addons

python machine-learning deep-learning neural-network tensorflow tensorflow-addons

Python Apache-2.0 158 566 62 (21 issues need help) 29 Updated Dec 18, 2019
docs

TensorFlow documentation

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

Jupyter Notebook Apache-2.0 2,818 2,627 0 81 Updated Dec 18, 2019
models

Models and examples built with TensorFlow

Python Apache-2.0 38,320 60,365 1,691 207 Updated Dec 18, 2019
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 1,619 4,063 36 22 Updated Dec 18, 2019
model-optimization

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

machine-learning deep-learning neural-network tensorflow optimization ml quantization

Python Apache-2.0 118 599 15 22 Updated Dec 18, 2019
probability

Probabilistic reasoning and statistical analysis in TensorFlow

data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks

Jupyter Notebook Apache-2.0 639 2,619 238 (1 issue needs help) 24 Updated Dec 18, 2019
ngraph-bridge

TensorFlow-nGraph bridge

C++ Apache-2.0 38 87 15 22 Updated Dec 18, 2019
datasets

A collection of datasets ready to use with TensorFlow

data machine-learning tensorflow datasets

Python Apache-2.0 424 1,708 171 (3 issues need help) 84 Updated Dec 18, 2019
federated

A framework for implementing federated learning

Python Apache-2.0 176 846 12 0 Updated Dec 18, 2019
model-analysis

Model analysis tools for TensorFlow

Python Apache-2.0 166 913 8 4 Updated Dec 17, 2019
agents

TF-Agents is a library for Reinforcement Learning in TensorFlow

reinforcement-learning tensorflow

Python Apache-2.0 239 1,071 53 27 Updated Dec 17, 2019
swift-models

Models and examples built with Swift for TensorFlow

Jupyter Notebook Apache-2.0 84 427 17 (6 issues need help) 9 Updated Dec 17, 2019
custom-op

Guide for building custom op for TensorFlow

Smarty Apache-2.0 41 156 6 1 Updated Dec 17, 2019
text

Making text a first-class citizen in TensorFlow.

Python Apache-2.0 48 511 13 5 Updated Dec 17, 2019
metadata

Utilities for passing TensorFlow-related metadata between tools

Python Apache-2.0 20 42 3 1 Updated Dec 18, 2019
tfjs-models

Pretrained models for TensorFlow.js

TypeScript Apache-2.0 1,301 4,684 0 35 Updated Dec 18, 2019
ranking

Learning to Rank in TensorFlow

machine-learning information-retrieval deep-learning ranking learning-to-rank recommender-systems

Python Apache-2.0 256 1,460 8 2 Updated Dec 18, 2019
tpu

Reference models and tools for Cloud TPUs.

Jupyter Notebook Apache-2.0 982 2,824 114 5 Updated Dec 17, 2019
tensorrt

TensorFlow/TensorRT integration

Jupyter Notebook Apache-2.0 102 317 15 2 Updated Dec 17, 2019
estimator

TensorFlow Estimator

Python Apache-2.0 108 148 7 4 Updated Dec 17, 2019
swift

Swift for TensorFlow Project Home Page

machine-learning tensorflow differentiable-programming

Swift Apache-2.0 457 4,989 18 2 Updated Dec 18, 2019

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