Pascal Janetzky

Pascal Janetzky

Avid reader & computer scientist

On freedom.

As the moderator introduces the speaker, I look at the audience. I see some politicians from several neighbouring countries, artists, and other known people. How did I even get here?

Many hyperparameters? Use Gin

The common approaches to handling user-specific settings include parsing command line arguments or using separate python files that store definitions. For small projects, these techniques are easy to incorporate and maintain.

A Template for Custom and Distributed Training

Custom training loops offer great flexibility. You can quickly add new functionality and gain deep insight into how your algorithm works under the hood. However, setting up custom algorithms over and over is tedious. The general layout often is the same; it’s only tiny parts that change.

Getting TensorFlow Developer certified

After preparing for a long time, I recently took and passed the TensorFlow Developer Certificate exam. This exam tests your proficiency in using TensorFlow for image, time-series, and text data. Beyond these domains,