Latest Posts

Scoring Texts by their grammar in Python

October 7, 2020 6 Comments

6 minutes to readDuring working on my master thesis, I had the task that I had a huge text-corpus, where I wanted to filter out texts with bad grammar. After digging through some paper, I found what I needed, the language-tool-python. The language-tool-python…

Opening the blackbox of a neural network a little bit

September 23, 2020

5 minutes to readNeural networks are black boxes and how they create their results is a very complex task, as the field of sensitivity analysis is a developing field of research. In this post, you will learn a method how to unpack the…

Fun with word embeddings

June 17, 2020 1 Comment

10 minutes to readIn this tutorial, you will learn more about word embeddings and how they work using the german language and using byte-pair encodings (BPEmb). For this I will do some experiments to give you a little more insight, about how word-embeddings…

Setup Python Environment with Anaconda & Git bash for Deep Learning

May 26, 2020

4 minutes to readSetting up a python environment helps you to keep your projects and your installed packages organized. For this, the Anaconda Project can be very helpful, since its environment-control features work pretty well in my use cases.Let me show you how…