Building Machine Learning Estimator in TensorFlow

Understanding the Internals of TensorFlow Learn Estimators

A guide to understanding and building custom machine learning estimators in TensorFlow's high-level API.

Posted on July 8, 2016

High-level Learn Module in TensorFlow

Seemless Integration and Changes on Scikit Flow

Overview of the high-level Learn module in TensorFlow, providing simplified APIs for machine learning model building and training.

Posted on June 9, 2016

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

An Interview with Uptake

Interview about co-creating Scikit Flow (now TensorFlow Estimators) — simplifying deep learning for data scientists by bridging Scikit-learn and TensorFlow.

Posted on May 5, 2016

Introduction to Scikit Flow

A Simplified Interface to TensorFlow

Introduction to Scikit Flow — a simplified interface for TensorFlow that bridges the gap between Scikit-learn and deep learning.

Posted 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

介绍ggfortify R包: 一行代码实现多种统计分析和机器学习模型结果的自动可视化。

Posted on November 24, 2015