TensorFlow estimator教程列表

estimator

TensorFlow Estimators: Managing Simplicity vs. Flexibility in High-Level Machine Learning Frameworks (https://arxiv.org/abs/1708.02637)

https://developers.googleblog.com/2017/09/introducing-tensorflow-datasets.html

https://developers.googleblog.com/2017/12/creating-custom-estimators-in-tensorflow.html

https://www.tensorflow.org/guide/estimator

https://guillaumegenthial.github.io/introduction-tensorflow-estimator.html

https://medium.com/@vincentteyssier/tensorflow-estimator-tutorial-on-real-life-data-aa0fca773bb

https://towardsdatascience.com/first-contact-with-tensorflow-estimator-69a5e072998d
 

https://www.emergyadigital.com/en/blog/how-to-use-tensorflow-estimator-api/

 

https://medium.com/learning-machine-learning/introduction-to-tensorflow-estimators-part-1-39f9eb666bc7

https://towardsdatascience.com/an-advanced-example-of-tensorflow-estimators-part-1-3-c9ffba3bff03

https://zhuanlan.zhihu.com/p/38470806

https://zhuanlan.zhihu.com/p/38421397

http://xudongyang.coding.me/tensorflow-word-cnn/

 

feature-columns

https://developers.googleblog.com/2017/11/introducing-tensorflow-feature-columns.html

 

dataset

https://zhuanlan.zhihu.com/p/30751039

tf.data: Build TensorFlow input pipelines : https://www.tensorflow.org/guide/data