It’s been almost a month since the last release of our framework for enterprise Shiny applications, so it’s time for Rhino 1.7! This version comes with new rules for the R linter, more consistent loading behavior, and automatic app reloading during development. Read on for the details! Curious about ...

Download data from the R-Universe API with nnetsauce. Automated Machine Learning, Interpretability and prediction intervals using conformal prediction.

Imagine you are responsible for maintaining the mean and variance of a dataset that is frequently updated. For small-to-moderately sized datasets, much thought might not be given to the method used for recalculation. However, with datasets consis...

If you’re a regular visitor to our blog you may have noticed some recent changes we hope will make it easier to find what you’re looking for (or interesting stuff you weren’t). The blog “home” page, “/blog” now shows a card for every post with title, author, ...

nnetsauce's version 0.17.0 is available

ctypes is part of the Python standard library which provides C compatible data types and allows calling functions in shared libraries. It can be used to wrap libraries written in compiled languages from Python. In this post, we’ll demonstrate how...

I always had trouble spelling Dijkstra correctly until someone pointed out “It’s just D, followed by i-j-k, then stra”. Once it was pointed out that i-j-k is represented sequentially in alphabetical order, spelling Dijkstra becomes trival - almos...

Convolutional Neural networks (CNNs) have been found to be very effective at tasks such as facial recognition, video analysis, anomaly detections and semantic parsing. An image can be considered a graph with a very regular structure (i.e., pixels...

Markov Chain Monte Carlo (MCMC) methods can be used to estimate the parameters of linear regression models. In this post, the distributional forms and algorithms associated with two Gibbs sampling approaches are outlined: the full conditionals ap...