funModeling: New site, logo and version ?
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![funModeling: New site, logo and version ?](https://i2.wp.com/blog.datascienceheroes.com/content/images/2020/06/Screen-Shot-2020-06-15-at-12.15.11.png?w=578&ssl=1)
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!
![funModeling: New site, logo and version ?](https://i0.wp.com/s3.amazonaws.com/datascienceheroes.com/img/blog/funModeling_logo_hq.png?w=400&ssl=1)
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)
![funModeling: New site, logo and version ?](https://i2.wp.com/blog.datascienceheroes.com/content/images/2020/06/coord_plot.png?w=578&ssl=1)
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:
![funModeling: New site, logo and version ?](https://i0.wp.com/blog.datascienceheroes.com/content/images/2020/06/coord_plot2.png?w=578&ssl=1)
![funModeling: New site, logo and version ?](https://i1.wp.com/media.giphy.com/media/U3DMvIlfDoHnYX9atH/giphy.gif?w=500&ssl=1)
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
![funModeling: New site, logo and version ?](https://i0.wp.com/blog.datascienceheroes.com/content/images/2020/06/dslb_wood.jpg?w=300&ssl=1)
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 for now!
![funModeling: New site, logo and version ?](https://i2.wp.com/media.giphy.com/media/33E7ZjlQEMgF6kbkhY/giphy.gif?w=400&ssl=1)
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