funModeling: New site, logo and version ๐
Hi there!
{tl;dr} Website, here โ
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!
![funModeling](https://s3.amazonaws.com/datascienceheroes.com/img/blog/funModeling_logo_hq.png)
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)
![coord_plot](/content/images/2020/06/coord_plot.png)
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:
![coord_plot](/content/images/2020/06/coord_plot2.png)
![coord_plot](https://media.giphy.com/media/U3DMvIlfDoHnYX9atH/giphy.gif)
And it shows the underlying funModeling
philosophy: little code, graphics and a table with results (easier to operate ๐ฆพ).
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
![coord_plot](/content/images/2020/06/dslb_wood.jpg)
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? ๐ https://escueladedatosvivos.ai
Do you use funModeling
for teaching? Please contact me I want to know more :)
That's all for now!
![return(0)](https://media.giphy.com/media/33E7ZjlQEMgF6kbkhY/giphy.gif)