funModeling: New site, logo and version ????

Hi there!

{tl;dr} Website, here ✅

In case you don't know funModeling is the package I've been developing during the last years.

It's focused on exploratory data analysis, data preparation and the evaluation of models.

News

Yesterday I published the latest version which fixes one of the plots in cross_plot. But that's not as funny as the announcement of its new logo!

Also... I added the coord_plot, useful when we are profiling any clustering model:

coord_plot(data=mtcars2, group_var="cluster", group_func=median, print_table=TRUE)

You can choose the summarization function (mean by default). Yeah... no more outlier biases in the mean, long live the percentiles!

Oh... and coord_plot produces, at the same time, a table with the results:

And it shows the underlying funModeling philosophy: little code, graphics and a table with results (easier to operate ????).

Blog posts based on funModeling:

• Exploratory Data Analysis in R (introduction)
• Automatic data types checking in predictive models
• Fast data exploration for predictive modeling
• New discretization method: Recursive information gain ratio maximization

Official page

• funModeling official webpage
• Check the vignette here.

Learn Data Science

You can learn and apply more functions using the Data Science Live Book. And buy a digital copy (name your price), here.

Speak Spanish? Want to study #ML? ???? https://escueladedatosvivos.ai

Do you use funModeling for teaching? Please contact me I want to know more :)

That's all by now!

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