tensorflow

datasets

A collection of datasets ready to use with TensorFlow

data machine-learning tensorflow datasets

Python Apache-2.0 363 1,579 166 (4 issues need help) 68 Updated Oct 23, 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 78,089 136,304 2,689 (11 issues need help) 244 Updated Oct 23, 2019
docs

TensorFlow documentation

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

Jupyter Notebook Apache-2.0 2,441 2,311 0 50 Updated Oct 23, 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 1,572 3,915 29 14 Updated Oct 23, 2019
tensorboard

TensorFlow's Visualization Toolkit

Python Apache-2.0 1,055 4,173 402 43 Updated Oct 23, 2019
tfx

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

machine-learning tensorflow apache-beam

Python Apache-2.0 172 701 36 (1 issue needs help) 99 Updated Oct 23, 2019
tfjs

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

javascript webgl machine-learning typescript deep-learning neural-network gpu-acceleration

TypeScript Apache-2.0 925 11,908 434 (10 issues need help) 28 Updated Oct 23, 2019
models

Models and examples built with TensorFlow

Python Apache-2.0 36,964 58,614 1,563 385 Updated Oct 23, 2019
mesh

Mesh TensorFlow: Model Parallelism Made Easier

Python Apache-2.0 50 332 22 2 Updated Oct 23, 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-2.0 130 464 48 (15 issues need help) 24 Updated Oct 23, 2019
gan

Tooling for GANs in TensorFlow

Jupyter Notebook Apache-2.0 33 189 3 2 Updated Oct 23, 2019
lucid

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

visualization machine-learning tensorflow jupyter-notebook colab interpretability

Jupyter Notebook Apache-2.0 427 3,140 45 (1 issue needs help) 5 Updated Oct 23, 2019
model-analysis

Model analysis tools for TensorFlow

Python Apache-2.0 158 867 8 5 Updated Oct 23, 2019
data-validation

Library for exploring and validating machine learning data

Python Apache-2.0 68 399 22 0 Updated Oct 23, 2019
ngraph-bridge

TensorFlow-nGraph bridge

C++ Apache-2.0 33 71 8 20 Updated Oct 23, 2019
graphics

TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow

Python Apache-2.0 165 1,955 7 7 Updated Oct 23, 2019
lingvo

Lingvo

nlp research translation tensorflow machine-translation speech distributed

Python Apache-2.0 270 1,786 38 (1 issue needs help) 0 Updated Oct 23, 2019
io

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

C++ Apache-2.0 66 201 68 12 Updated Oct 22, 2019
examples

TensorFlow examples

tensorflow tensorflow-examples

Jupyter Notebook Apache-2.0 1,558 1,714 0 44 Updated Oct 23, 2019
magenta

Magenta: Music and Art Generation with Machine Intelligence

Python Apache-2.0 2,830 14,104 194 (10 issues need help) 25 Updated Oct 23, 2019
probability

Probabilistic reasoning and statistical analysis in TensorFlow

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

Jupyter Notebook Apache-2.0 590 2,498 198 (22 issues need help) 25 Updated Oct 22, 2019
workshops

A few exercises for use at events.

Jupyter Notebook Apache-2.0 626 1,297 6 5 Updated Oct 22, 2019
tfjs-models

Pretrained models for TensorFlow.js

TypeScript Apache-2.0 1,110 3,896 0 20 Updated Oct 22, 2019
tpu

Reference models and tools for Cloud TPUs.

Jupyter Notebook Apache-2.0 863 2,496 86 3 Updated Oct 22, 2019
ranking

Learning to Rank in TensorFlow

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

Python Apache-2.0 231 1,374 6 1 Updated Oct 23, 2019
privacy

Library for training machine learning models with privacy for training data

machine-learning privacy

Python Apache-2.0 155 920 13 2 Updated Oct 22, 2019
mlir

"Multi-Level Intermediate Representation" Compiler Infrastructure

C++ Apache-2.0 200 1,430 32 (2 issues need help) 10 Updated Oct 22, 2019
federated

A framework for implementing federated learning

Python Apache-2.0 149 732 14 1 Updated Oct 22, 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 77 491 16 10 Updated Oct 23, 2019
agents

TF-Agents is a library for Reinforcement Learning in TensorFlow

reinforcement-learning tensorflow

Python Apache-2.0 200 948 44 24 Updated Oct 22, 2019

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