TensorFlow - Not Just for Deep Learning

A Glance at Its Machine Learning Building Blocks and Collection of Algorithms

(Chinese translation here (中文) by Xiatian) One time when I was illustrating the code base and architecture of TensorFlow to my friends, they were quite surprised by how much more code was introduc...

Posted by Yuan Tang on August 6, 2016

Building Machine Learning Estimator in TensorFlow

Understanding the Internals of TensorFlow Learn Estimators

(This blog is featured in DataScienceWeekly here and Chinese translation here (中文) by Xiatian) Have you ever wondered what’s the magic behind the tutorials on Large-scale Linear Models and Wide &a...

Posted by Yuan Tang on July 8, 2016

High-level Learn Module in TensorFlow

Seemless Integration and Changes on Scikit Flow

(This blog is featured in DataScienceWeekly here) Since Scikit Flow has been included in v0.8 as its TensorFlow Learn module, it has been under rapid development both internally and externally to ...

Posted by Yuan Tang on June 9, 2016

5 Questions with Uptake Data Scientist and Scikit Flow Co-creator Yuan Tang

An Interview with Uptake

Note: This interview was conducted by Uptake team and the original blog was posted here. Scikit Flow was renamed to be TensorFlow Estimators and is now part of TensorFlow core. Yuan Tang, a data s...

Posted by Uptake on May 5, 2016

Introduction to Scikit Flow

A Simplified Interface to TensorFlow

(This blog is featured in DataScienceWeekly here) In November, 2015, Google open-sourced its numerical computation library called TensorFlow using data flow graphs. Its flexible implementation and...

Posted by Yuan Tang on March 14, 2016

一行R代码实现繁琐的可视化

One Line of Code to ggplot2 Popular R Packages

ggfortify 有着简单易用的统一的界面来用一行代码来对许多受欢迎的R软件包结果进行二维可视化的一个R工具包。这让许多的统计学家以及数据科学家省去了许多繁琐和重复的过程，不用对结果进行任何处理就能以 {ggplot} 的风格画出好看的图，大大地提高了工作的效率。 虽然ggfo...

Posted by Yuan Tang on November 24, 2015

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