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Home 2018-09-14T14:37:50+00:00

Neuroevolution: Scaling the Evolution of Artificial Neural Networks

Von | 06. September 2018|

In this article we will look at the history of Neuroevolution and present state-of-the-art work that was performed by Google, Uber and other companies.

Neuroevolution describes the evolution of Artificial Neural Networks for problems in the domain of supervised or reinforcement learning. This article is the result of

Multiplicative LSTM for sequence-based Recommenders

Von | 20. August 2018|

Traditional user-item recommenders often neglect the dimension of time, finding for each user a latent representation based on the user’s historical item interactions without any notion of recency and sequence of interactions. Sequence-based recommenders such as Multiplicative LSTMs tackle this issue.

Recommender Systems support the decision making processes of customers with personalized suggestions. They are widely used and influence the daily life of almost ever

Digitale Qualität messen: Anwendbarkeit eines neuen Frameworks

Von | 15. August 2018|

In diesem Artikel wird ein neues Framework zur Messung von digitaler Qualität von Softwareanwendungen auf seine Praxistauglichkeit geprüft.

In meiner Bachelor-Thesis habe ich ein neues Framework zur Messung digitaler Qualität von Softwareanwendungen auf seine Praxistauglichkeit geprüft. In diesem Artikel

Continuous Delivery von iOS Apps mit GitLab CI und fastlane

Von | 08. August 2018|

Am Beispiel unserer Entwicklungsumgebung bei inovex mit GitLab als Webfrontend für die Repositoryverwaltung, GitLab CI als Continuous Integration Umgebung, sowie fastlane als Build-Tool zeige ich den von uns eingesetzten Workflow zur Continuous Delivery von iOS Apps.

Am Beispiel unserer Entwicklungsumgebung bei inovex mit GitLab als Webfrontend für die Repositoryverwaltung, GitLab CI als Continuous Integration Umgebung, sowie fast

CSS Typed Object Model [State of the Web]

Von | 02. August 2018|

With the implementation of CSS Typed Object Model, browsers will provide a more convenient way to access and manipulate style values using JavaScript. Typed JavaScript Objects are returned that allow handling CSS values in a more performant and less error-prone way.

With the implementation of CSS Typed Object Model (Typed OM), browsers will provide a more convenient way to access and manipulate style values using JavaScript. The

Clipboard API [State of the Web]

Von | 02. August 2018|

The Clipboard API is useful for customizing copy/cut/paste actions in the browser, eg. for reformatting the structure of the copied content, attaching metadata or adding external data to the content, copy/cut/paste on click or explicitly setting the content type. Let's dive in.

Standard web browsers allow developers to use the system clipboard. The Clipboard API is useful for customizing the copy/cut/paste actions. There are multiple scenari

ES2018: What’s new in JavaScript? [State of the Web]

Von | 02. August 2018|

JavaScript has come a long way from its origins in 1995 to the revolution of ES2015. Thanks to Babel we can enjoy the comfort and many features of ES2015 and the following releases in 2016 and 2017—even in outdated browser versions. But that's not the end: ES2018 is here and ES2019 is on its way. Lets take a look!

JavaScript has come a long way from its origins in 1995 to the revolution of ES2015. Thanks to Babel we can enjoy the comfort and many features of ES2015 and the foll

Node.js 10: Should you Upgrade? [State of the Web]

Von | 02. August 2018|

In this part of our State of the Web series we look at Node.js 10, which offers better performance and new language features through an updated version of V8, a promisified file system API and a stable version of the N-API.

The recently released Node.js 10 is the newest version of the popular server-side JavaScript runtime. As with each even numbered Node.js release, this version will ha

What’s new in TypeScript 2.8/2.9? [State of the Web]

Von | 02. August 2018|

TypeScript 2.8 and 2.9 have been released with lots of new features. In this is summary I will be focusing on what I personally find handy and group it by usage. Let's hop right in!

TypeScript 2.8 and 2.9 have been released with lots of new features. In this is summary I will be focusing on what I personally find handy and group it by usage. For

State of the Web 2018 – Start here!

Von | 02. August 2018|

In this new series of articles on the state of the web we select the most interesting new topics we want to dive into and create a compressed, easy-to-read summary with some practical code snippets for you to enjoy!

We're developers working on projects with technology we love every day. We must keep up with the ever-changing web platform, new patterns and libraries popping up. So we

Using Power BI Embedded in Apps and Websites

Von | 23. Juli 2018|

Power BI Embedded is a PaaS solution that offers a collection of interfaces to enable the integration of Power BI content into custom apps and websites.

Power BI Embedded is a Platform-as-a-Service (PaaS) solution on Microsoft Azure that offers a collection of interfaces to enable the integration of Power BI content i

Using TensorFlow Models with Core ML on iOS

Von | 18. Juli 2018|

In iOS 11 Apple introduced Core ML, its own framework for Machine Learning on iPhone and iPad. In this article we show how to convert a trained TensorFlow Model and integrate it with an iOS app.

Machine learning and more precisely convolutional neural networks are an interesting approach for image classification on mobile devices. In the recent past it wasn&#

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