Before we get started: What even IS Advent of Code??!! Good question, my friend. Here is the about page: https://adventofcode.com/2021/about and they themselves say: Advent of Code is an Advent calendar of small programming puzzles for a variety of skill sets and skill levels that can be solved in any programming language you like. So……
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“An average new channel that did not blow up” – My first month on Youtube (August 2021)
After thinking about doing it for years, I published my first Youtube video on August 1st. Since I’m the queen of overthinking, I researched a ton about what to expect in my first month and how long it would take me to get 1,000 subscribers and everything else you could research instead of actually jumping……
Epochs, Iterations and Batch Size – Deep Learning Basics Explained
At the start of every Deep Learning problem, we have a data set and a largely untrained model. Now there are multiple open questions about how and how often we present this data to the model and I will address some of them in this post. Training Cycle In general, we have a database from……
5 excellent free Resources for Deep Learning Beginners
A bit over a year ago I got the offer to write a Master’s thesis about Deep Learning, but the problem was that I had almost no prior knowledge about it. So it was not that long ago that I myself was scrambling for resources to learn more about Neural Networks and how to actually……
My first year on Instagram as a coding account
On the 27th of July in 2020, when 100% homeoffice was still kind of a new thing, I posted my first picture on my new account galaxyinferno.codes. My first Instagram Post: Coffee with code, but different because it’s a coffee plant (haha), the plant is almost dead now btw, don’t buy plants from Ikea, I……
50 Fun Facts about me that might surprise you
1 – When I’m sick or worried, I learn vocabulary from a language I know nothing about. It’s exciting because it’s all new and it allows me to distract myself from whatever is going on. 2 – I love hammocks and bought one to use in my garden in the first year after I moved……
Reading brand new Computer Science research papers for free
Have you ever wondered what researchers are currently working on in computer science or AI? It’s actually very easy to find out and best of all: most of the research papers are available for free! arXiv.org First of all I want to talk about https://arxiv.org/. arXiv is the platform where most computer science and math……
Tutorial: How to use Tensorboard with Pytorch
While I was training my first networks, I ran into the problem of having to calculate, save and then plot all of the accuracies and losses per epoch. Because I wanted to focus on training, my plots weren’t the prettiest either. This is where I got the tip to use Tensorboard for displaying my results.……
Linear Regression: Theory And Implementation With Numpy Or Scikit-learn
What is regression, anyways? Regression is a way to find relationships between different variables or data points and then use this to predict new values. An example would be data about houses. We can observe various things about them like the number of rooms, the city it’s located in, the year it was built and……
The group of symmetries of the square
Groups are a basic mathematical algebraic structure that I presented in this blog post, where I also gave the example of the group . Here I want to expand on this and give another more visual example. Symmetries are a big part of group theory and its applications. You can present every group as symmetries……