Awesome TensorFlow

A curated list of awesome TensorFlow experiments, libraries, and projects. Inspired by awesome-machine-learning.What is TensorFlow?TensorFlow is an open source software library for numerical computation using data flow graphs. In other words, the best way to build deep learning models.More info here.Table of Contents

Models/Projects

Libraries

Tools/Utilities

Tutorials

TensorFlow Tutorial 1 - From the basics to slightly more interesting applications of TensorFlow

TensorFlow Tutorial 2 - Introduction to deep learning based on Google's TensorFlow framework. These tutorials are direct ports of Newmu's Theano

TensorFlow Tutorial 3 - These tutorials are intended for beginners in Deep Learning and TensorFlow with well-documented code and YouTube videos.

TensorFlow Examples - TensorFlow tutorials and code examples for beginners

Sungjoon's TensorFlow-101 - TensorFlow tutorials written in Python with Jupyter Notebook

Terry Um’s TensorFlow Exercises - Re-create the codes from other TensorFlow examples

Installing TensorFlow on Raspberry Pi 3 - TensorFlow compiled and running properly on the Raspberry Pi

Classification on time series - Recurrent Neural Network classification in TensorFlow with LSTM on cellphone sensor data

Getting Started with TensorFlow on Android - Build your first TensorFlow Android app

Predict time series - Learn to use a seq2seq model on simple datasets as an introduction to the vast array of possibilities that this architecture offers

Single Image Random Dot Stereograms - SIRDS is a means to present 3D data in a 2D image. It allows for scientific data display of a waterfall type plot with no hidden lines due to perspective.

CS20 SI: TensorFlow for DeepLearning Research - Stanford Course about Tensorflow from 2017 - Syllabus - Unofficial Videos

TensorFlow World - Concise and ready-to-use TensorFlow tutorials with detailed documentation are provided.

Effective Tensorflow - TensorFlow howtos and best practices. Covers the basics as well as advanced topics.

TensorLayer - Modular implementation for TensorFlow's official tutorials. (CN).

Understanding The Tensorflow Estimator API A conceptual overview of the Estimator API, when you'd use it and why.

Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning - Introduction to Tensorflow offered by Coursera

Convolutional Neural Networks in TensorFlow - Convolutional Neural Networks in Tensorflow, offered by Coursera

TensorLayerX - Using TensorFlow like PyTorch. (Api docs)

Models/Projects

Tensorflow-Project-Template - A simple and well-designed template for your tensorflow project.

Domain Transfer Network - Implementation of Unsupervised Cross-Domain Image Generation

Show, Attend and Tell - Attention Based Image Caption Generator

Neural Style Implementation of Neural Style

SRGAN - Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

Awesome TensorFlow

A curated list of awesome TensorFlow experiments, libraries, and projects. Inspired by awesome-machine-learning.

What is TensorFlow?

TensorFlow is an open source software library for numerical computation using data flow graphs. In other words, the best way to build deep learning models.

More info here.

Tutorials
Models/Projects
Powered by TensorFlow
Libraries
Tools/Utilities
Videos
Papers
Blog posts
Community
Books

Tutorials

TensorFlow Tutorial 1 - From the basics to slightly more interesting applications of TensorFlow
TensorFlow Tutorial 2 - Introduction to deep learning based on Google's TensorFlow framework. These tutorials are direct ports of Newmu's Theano
TensorFlow Tutorial 3 - These tutorials are intended for beginners in Deep Learning and TensorFlow with well-documented code and YouTube videos.
TensorFlow Examples - TensorFlow tutorials and code examples for beginners
Sungjoon's TensorFlow-101 - TensorFlow tutorials written in Python with Jupyter Notebook
Terry Um’s TensorFlow Exercises - Re-create the codes from other TensorFlow examples
Installing TensorFlow on Raspberry Pi 3 - TensorFlow compiled and running properly on the Raspberry Pi
Classification on time series - Recurrent Neural Network classification in TensorFlow with LSTM on cellphone sensor data
Getting Started with TensorFlow on Android - Build your first TensorFlow Android app
Predict time series - Learn to use a seq2seq model on simple datasets as an introduction to the vast array of possibilities that this architecture offers
Single Image Random Dot Stereograms - SIRDS is a means to present 3D data in a 2D image. It allows for scientific data display of a waterfall type plot with no hidden lines due to perspective.
CS20 SI: TensorFlow for DeepLearning Research - Stanford Course about Tensorflow from 2017 - Syllabus - Unofficial Videos
TensorFlow World - Concise and ready-to-use TensorFlow tutorials with detailed documentation are provided.
Effective Tensorflow - TensorFlow howtos and best practices. Covers the basics as well as advanced topics.
TensorLayer - Modular implementation for TensorFlow's official tutorials. (CN).
Understanding The Tensorflow Estimator API A conceptual overview of the Estimator API, when you'd use it and why.
Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning - Introduction to Tensorflow offered by Coursera
Convolutional Neural Networks in TensorFlow - Convolutional Neural Networks in Tensorflow, offered by Coursera
TensorLayerX - Using TensorFlow like PyTorch. (Api docs)

Models/Projects

Tensorflow-Project-Template - A simple and well-designed template for your tensorflow project.
Domain Transfer Network - Implementation of Unsupervised Cross-Domain Image Generation
Show, Attend and Tell - Attention Based Image Caption Generator
Neural Style Implementation of Neural Style
SRGAN - Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network