Categories
Data Driven

On the Harry Potter Metric

I struggled with providing a clear message to the business about how much code we have and came up with a Harry Potter Metric, i encourage you to read more about it on dev.to

Categories
AI

Recurrent Neural Networks – Hello World

Last time i wrote about how I learned basics of Convolutional Neural Networks with PyTorch. This time we’ll be dealing with Recurrent Neural Networks. The crucial trait of RNNs and their descendants is the ability to handle variable input size. Whereas for CNNs the input image has to be resized to fit expected input size, […]

Categories
AI

Convolutional Neural Networks – Hello World

With all the hustle and bustle with GPT-3, Chat GPT and recent results in image recognition, I realized that it’s about time to learn something in this realm not to fall behind that much. Hence, this time I’m going to present the most basic Convolutional Neural Network I could imagine that still exhibits some interesting […]

Categories
Data Driven

Git mining

Software development leverages version control for multiple reasons. I assume that you are familiar with git blame used to trace a person who committed particular change, git checkout to several branches to find out which version does contain a bug and which doesn’t. The history of changes is however useful not only for survival when […]