ISE Developer Blog

Comparing Results Delivered by Logistic Regression and a Neural Network

November 29, 2015 Nov 29, 2015 11/29/15

CY Yam

An examination of whether a more sophisticated learner will always result in better performance in a text-based classifier, and the trade-off between accuracy and training time.

Feature Representation for Text Analyses

November 29, 2015 Nov 29, 2015 11/29/15

CY Yam

Investigations that provide insights on how to choose an N-gram feature that maximizes performance of a classifier.

Neural Network Performance

November 29, 2015 Nov 29, 2015 11/29/15

CY Yam

In this code story, we explore how the topology of a deep neural network can affect the performance of a text-based classifier.

Emotion Detection and Recognition from Text Using Deep Learning

November 29, 2015 Nov 29, 2015 11/29/15

CY Yam

Utilising deep learning to detect emotions from short, informal English text.

Data preparation: The Balancing Act

November 29, 2015 Nov 29, 2015 11/29/15

CY Yam

In this code story, we consider how data preparation can impact the performance of a classifier, and how that may lead to a refinement of problem statement, i.e. the important question we are asking.

Reading and Writing to the Windows Registry in-process from Node.js

November 9, 2015 Nov 9, 2015 11/9/15

Anthony Turner

In this code story, we create an NPM module that enables Node developers to update the Windows Registry and create file associations, as well as show how to use native Windows APIs from Node.js.

Working with Spatial Data in Table Storage

November 2, 2015 Nov 2, 2015 11/2/15

Beat Schwegler

Implementing spatial capabilities by mapping entities to unique grid numbers in large-scale cloud-based table storage, like Microsoft Azure Table Storage.

Streamlined Dokku Deployment on Azure

October 30, 2015 Oct 30, 2015 10/30/15

Anthony Turner

Dokku is a very small PaaS implementation, powered by Docker. In this code story, we walk through how to deploy Dokku on Azure, and how to use Dokku to deploy, load balance, and update a simple Rails app.

Cloud Foundry: Elastic Containerized Applications on Azure

October 28, 2015 Oct 28, 2015 10/28/15

Rita Zhang

This code story discusses how we enabled Cloud Foundry deployment on Azure by implementing an interface that enables BOSH to install and update software packages on Azure VMs. We also provide documentation for you to provision your own Cloud Foundry cluster on Azure using BOSH.

Building a Radial Menu Control for Surface Devices

October 25, 2015 Oct 25, 2015 10/25/15

Anthony Turner

We built a beautiful Radial Menu Control for Drawboard, a PDF Reader preinstalled on all Surface devices. It's open source - so go ahead and spice up your XAML UWP Apps!