Implementing & Testing Repository Pattern using Entity Framework

Implementing & Testing Repository Pattern using Entity Framework

There are many blog posts and misconceptions about Repository Pattern, especially since the introduction of the OR/M libraries, like Entity Framework. In this article, we will investigate why this pattern is still useful, what are the benefits of using it and how we...
Implementing Simple Neural Network in C#

Implementing Simple Neural Network in C#

Often we forget that we stand on the shoulders of giants. Machine Learning, Deep Learning and AI have gained such traction, that there are many frameworks available. Today, it is really easy to pick the framework (for example ML.NET) of our choosing and start the...
Make Every feature Binary: Microsoft’s 135B Parameter Model

Make Every feature Binary: Microsoft’s 135B Parameter Model

Subscribe and receive free guide -Ultimate Data Visualization Guide with Python* indicates required Email Address * A couple of weeks ago, I wrote about Perceiver, a transformer-based neural network coming from Deep Mind, which can process different types of data....
Ultimate Guide to Machine Learning with ML.NET

Ultimate Guide to Machine Learning with ML.NET

Check out new guide with ML 1.0 here. Code that accompanies this article can be downloaded here. Several months ago I wrote a series of articles about ML.NET. Back then ML.NET was at its infancy and I used 0.3 version to solve some real-world problems. One of my...