information
基本 资料
- Developer: Google Brain
- Language: Python, C++, CUDA
- Platform: Linux, macOS, Windows, Android, JavaScrip
- Release time: 2015 year 11 month
- Github: https://github.com/tensorflow/tensorflow
course
Quality tutorial
Google’s own tutorials are already very good, and it’s recommended to take the lead in learning the official website. Chinese official website does not require scientific internet access.
PayVideo
Paid courses, and in the form of videos, are ideal for "lazy people" who are just getting started.
It is a series of practical courses of Deeplearning.ai, developed and taught by Mr. Wu Enda
It is maintained in real time by the Nuggets translator. The maintainers are developers of major companies around the world and researchers and students from famous universities.
The content is rich, with entry, advanced, resources, and API.
source
Quality resources
One of the best primers, Douban score 9+
The introduction of the Tensorflow framework is very basic and introduces a lot of useful details.
A very practical book, the case said in the book is also very easy to understand.
EnglishCombat project
A large number of deep learning and reinforcement learning models, databases
TF-Ranking - an extensible TensorFlow library for sorting learning. TF-Ranking provides a unified framework that includes a state-of-the-art sorting learning algorithm and supports pairwise or list loss functions, multi-item scoring, ranking metric optimization, and unbiased sorting learning.
Let millions of mobile phones train the same model. Google provides distributed machine learning for developers to train shared ML models on multiple devices without data leaving the device.