Konrad Ryล‚ko

Konrad Ryล‚ko

6 followers

Full Stack Engineer and a big enthusiast of the Elixir ecosystem ๐Ÿ’œ

Regression with Neural Network in Elixir (Axon)

Mar 15, 202412 min read

I already covered implementing Linear Regression model in Elixir from scratch. This time we'll move to implementing something fancy - Deep Learning...

Regression with Neural Network in Elixir (Axon)

Logistic Regression with Nx and Elixir

Mar 5, 202410 min read

In the previous post, I described how to create a Linear Regression Machine Learning model in Elixir from scratch. This time we'll discuss so similar...

Logistic Regression with Nx and Elixir

Optimize ML with Feature Engineering

Feb 19, 20246 min read

In this article, I'll focus on getting as much value as possible from training data, particularly features. We'll continue our journey started in...

Optimize ML with Feature Engineering

Linear Regression with Elixir and Nx

Feb 8, 202420 min read

Learn how you can predict data using Linear Regression with Elixir ยท In the previous article, I made an intro to Machine Learning in the Elixir world....

Linear Regression with Elixir and Nx

Machine Learning (in Elixir) - Intro

Aug 25, 20239 min read

Find out what Machine Learning is about and what it looks in the Elixir's world ยท This post will be a part of my journey in learning Machine Learning...

Machine Learning (in Elixir) - Intro

Refactor checkbox filters with React Custom Hook

May 21, 20225 min read

See how you can extract logic to React Hook to make the code more generic. And manage the state of checkbox filters with ease! ยท On one of my projects, I...

Refactor checkbox filters with React Custom Hook