Blog Archives

auditor: a guided tour through residuals

September 9, 2019
By
auditor: a guided tour through residuals

Machine learning is a hot topic nowadays, thus there is no need to convince anyone about its usefulness. ML models are being successfully applied in biology, medicine, finance, and so on. Thanks to modern software, it is easy to train even a complex model that fits the training data and results in high accuracy on the test set. The...

Read more »

mlr: Machine Learning in R – basics

August 22, 2019
By

How to train and tune machine learning algorithms in a unified way? With mlr R package 😄 I am currently keen on automated machine learning, especially hyperparameter optimization. Therefore, recently I mainly focus on frameworks for training models. In this post, I will show how to train ML algorithms and tune them by a grid. I will show only basics,...

Read more »

mlr: Machine Learning in R – basics

August 22, 2019
By

How to train and tune machine learning algorithms in a unified way? With mlr R package 😄 I am currently keen on automated machine learning, especially hyperparameter optimization. Therefore, recently I mainly explore frameworks for unified model training. In this post, I will show how to train ML algorithms and tune them using grid-search. I am going to show only...

Read more »

R + binder = interactive Jupyter notebooks in the cloud

June 9, 2019
By
R + binder = interactive Jupyter notebooks in the cloud

Have you ever found a GitHub repository with an interesting R package? Probably yes. How cool would it be to try it out without having to deal with installation and dependencies? Fortunately, it is possible thanks to the BinderHub - the server technology that turns computational material (e.g. Jupyter Notebook) into interactive computational environments in the cloud.Here you can see an...

Read more »

Search R-bloggers

Sponsors

Never miss an update!
Subscribe to R-bloggers to receive
e-mails with the latest R posts.
(You will not see this message again.)

Click here to close (This popup will not appear again)