Xavier Geerinck

Running CUDA on the Windows Subsystem for Linux (WSL) is not a trivial task seeing that it requires the GPU to be available on a Virtual Machine. In this article I go in more detail how you can get your GPU working in WSL through something NVIDIA calls "Paravirtualization"

Setting up a Python Development environment on Windows might be a daunting task to do right. Especially since a lot of tools cause confusion or might not work out of the box.

I've been playing around a bit with Stable Baselines lately for an upcoming project. However while playing, I encountered some issues seeing that Stable Baselines currently requires Tensorflow <= 1.14 which is only supported through Python < 3.8. Due those difficulties, I thought it would be interesting to share how I set up my personal development environment from scratch to play around with Stable Baselines.

For an upcoming Blog Post I wanted to connect my Xbox controller and start reading the input values through a simple node.js script that I could send back to an Arduino Nano. This entire process however seemed to be quite "interesting" to find suitable libraries and long-term supported solutions.

As stated before, "A Digital Twin is a virtual representation of a physical object". This virtual representation should strive towards being an exact copy of the physical object in both state and logic associated with it.

One of the ideas I have been playing around with the last couple of months is the combination of Digital Twins and Reinforcement Learning. This is an experimental idea where I would love to hear your opinions about it (feel free to comment below, send me an email or reach out to me on Social Media such as Twitter / LinkedIn), and that will be refined over the coming months.

Looking at the history in manufacturing, we saw that many manufacturing companies were deploying statistical models on-edge (e.g. based on parameters such as temperature, pressure and speed, do we send an alert or not), having the main impact on their production volume. If they can then squeeze out this extra bit of improvement, they would thus be able to optimize this process and have a growth in production volume (and net earnings accompanied with it).

Since I write a lot of Typescript projects, it's quite handy to have an explanation on how to set-up a typescript project.

In an earlier post, I went in more detail how you can utilize Dapr to create a Microservice that communicates over gRPC for quick Inter-Process Communication (IPC).

Due to the current COVID crisis I had some time to start revamping my blog, focusing on achieving features that were not possible before. All while still keeping the costs to a minimum (or even free). Here I would like to explain how I achieved just this, with the focus on adding the following features:

Currently I am working on a new web application that will require a server for signaling purposes. Now to run this server, I would like to utilize Azure Web Apps together with a container. Since I would like a low barrier to entry, I want to be able to run a command that takes care of:

A common problem when working with real-time streams is that you are unaware of the data going in there due to the vast amount of systems connected to it and producing data. Therefor it is interesting to be able to "sample" a stream, where you will connect to the stream with your credentials, wait till an event comes in and then end the connection.

For a new project of mine, I wanted to get the different tweets of multiple people at once and save those as a CSV and JSON for further processing. But how can we do this easily in just a couple of lines?

For a new fun Project, I wanted to create an Artificial Intelligence model that will allow me to predict the comments and likes of new pictures that a user can post on Instagram based on their own historical data.

A common thing in Node.js is to create a REST API consumer that will perform a REST call. Due to the rise of many REST APIs, you might find yourself in the situation that you want to execute 1000s of calls (for example: Azure Cognitive Services).

While you are working with compiled code, you often find yourself in the situation that every bit of performance count (just think about GPU intensive operations or even game engines). For this reason, we often turn back to coding C++ coding to be as low-level as possible (seeing that writing pure ASM is just too hard).

For interacting with OpenAI through C#, I decided to write one myself. But how do we get started writing a SDK?

Updating your Profile Picture in Active Directory is often an annoying process with not enough tools available (or working) to do so. Luckily there are some handy powershell commands that we can use to update this quickly.

Introduction

Xamarin Forms has been updated to Version 3 on the 7th of May. If you are not aware of Xamarin.Forms, it is a cross-platform mobile development technology allowing you to write code once and run it on both Android and iOS.

A common practice in Reinforcement Learning is to go from a continuous space towards a discrete space. What does this mean? Take for example a range of numbers between $]-3, 3[$, if we want to represent all the numbers that fit in this range as a state then we would have $\infty$ numbers being represented or $\infty$ states.

For one of my customers, I had to be able to connect to an EventHub through the browser, so how did I do this? So we know that EventHub works with the AMQP protocol, so what if we could get this working in the frontend?

1. Introduction

1. Introduction

1. Introduction

When we are working with systems that do not support special cases then we need to simulate. That is why it is handy to create different simulations of already existing solutions.

The goal of this exercise is to create a program that generates a table with random elements in it. Once we created this table we have to start 2 threads. 1 thread will find the biggest number and the other will find the smallest number. We will then send this to a result and print these 2 numbers.

Let's say we have x children, these x children all generate a number and give this to the parent. The parent now finds the highest number and sends the children the process id of the winning child. If the winning child recognises itself then it prints that it is the winner, else they print the winning process id.

Linked Lists are one of the fundamental data structures. The main usage of a Linked List is when constant insertion and deletion time is required, or when a dynamic list that can grow and shrink over time is needed.

This article is based on a vagrant Ubuntu system with an SSD so you might encounter different results.

This article is going to explain 1 example of an Object Oriented Program for C++.

CTE's (Common Table Expressions) are mostly used when creating recursive queries, creating temporary views (instead of subqueries).

When creating JOIN queries in SQL we have to realize that we are going to combine every result from the result set with the result set itself. This means that we are going to create a new result set that is the size of the power of 2 of our original result set. (So if we have 1468 records, and we join it with itself, then we will get 2155024 records = 1468^2)

Analytical Functions

Aggregate Functions

While I was studying the course Databases at the University of Ghent, we encountered some special queries that we were not being thaught in the Professional Bachelor course. This is why I tried to summarise those queries here for everyone to learn from.

Mazes are really famous puzzles where the goal is to find the exit starting from an entrance. We can see these kind of puzzles as a labyrinth. When we found the solution we then draw over them to mark the path that we have to find.