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.……
Author: GalaxyInferno
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……
What is a group? Example and applications [Math]
Groups are a common object in abstract mathematics, but they also have various applications outside of math as we will see later. In this post I will give you the details of what a group is and because theoretical definitions can be hard to grasp, I also included a simple example. Definition of a group……
5 Tips for Reading Scientific proof-based Papers
When I started working towards my master thesis I got overwhelmed with 30 page papers where each proof made ZERO sense to me. I would skip the proofs and then not understand what the paper was saying because the statements by themselves weren’t easy to grasp without sketching the idea out on paper yourself. I……
Explaining the components of a Neural Network [AI]
Machine Learning Artificial neural networks are part of the field machine learning. [latexpage] Connection to Biology Neural networks in machine learning were inspired and are based on biological neural networks. That’s why you will find some shared vocabulary and biological terms that you otherwise might not expect in computer science. The idea was that human……