Software Engineering
April 13, 2018
Diminishing Returns in Machine Learning Projects
Any machine learning practitioner will tell you that there is a certain point in time where trying to eke out more performance/accuracy from a project seems like more effort than its worth. At PicNet we always suggest customers run a 4-6-week proof o ...
May 5, 2019
PyTorch Implementation of "Unsupervised learning by competing hidden units" MNIST classifier
I recently watched this lecture by Dmitry Krotov and found it very interesting so I thought it would make a good paper to try to reproduce. My original thoughts were that this could potentially solve the adversarial vulnerability inherent in most mod ...
June 21, 2021
Modern Enterprise Systems Architecture
The world has changed. Technology has changed. Twenty-five years ago, we did not have the internet. Now, we could not live without it. Enterprise systems used to be large, clunky, expensive, slow, fragile, difficult to maintain, upgrade and replace. ...
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August 10, 2022
.Net / IIS - Svelte Project Template
We recently published a simple, lightweight project template to help you start building a Svelte SPA (Single Page App) with a .Net backend, all hosted in IIS. Github Link: https://github.com/gatapia/svelte_dotnet Overview This project will get you st ...