Scaling up: bringing your Azure DevOps CI/CD setup to the next level 🚀 (on Xebia.com ⧉)
Azure DevOps pipelines are a great way to automate your CI/CD process. But what if you have many projects? In this blog post, we will show you how you can scale up your Azure DevOps CI/CD setup for reusability and easy maintenance.
A sunrise in Hamburg
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Sometimes, it's nice just to observe. To watch, as the world wakes up.
How to create a Devcontainer for your Python project 🐳 (on Xebia.com ⧉)
Instead of giving other developers a setup document, let’s make sure we also create formal instructions so we can automatically set up the development environment. Devcontainers let us do exactly this.
pyspark-bucketmap
pyspark-bucketmap is a tiny module for pyspark which allows you to bucketize DataFrame rows and map their values easily.
DropBlox: Coding Challenge at PyCon DE & PyData Berlin 2022 (on Xebia.com ⧉)
Conferences are great. You meet new people, you learn new things. But have you ever found yourself back in the hotel after a day at a conference, thinking what to do now? Or were you ever stuck in one session, wishing you had gone for that other one?
From Linear Regression to Neural Networks
How are linear regression, logistic regression and neural networks related? What is overfitting and how do we fight it? In this post, we find answers to these questions in an interactive way by working with a real-world dataset on penguins.
Making Art with Generative Adversarial Networks
Can computers make art? To find out, we tried ourselves. We used Generative Adversarial Networks to try to paint new Van Gogh paintings.
Finding 'God' components in Apache Tika
How did big, bulky software components come into being? In this project, we explore the evolution of so-called God
Backdoors in Neural Networks
Demonstrating a 'backdoor' security vulnerability. Trained networks in PyTorch and MXNet with ImageNet dataset on a supercomputer cluster. Demo with React.js app, using ONNX.js on-device inference. ✩ Project was rated 'best of class 2020'
