Steven P. Sanderson II, MPH · @stevensanderson
105 followers · 556 posts · Server mstdn.social
Are you interested in building machine learning models in R, but not sure where to start? Look no further than the tidymodels package! In this post, we'll break down a simple code example that demonstrates how to build a linear regression model using tidymodels.
Post: https://www.spsanderson.com/steveondata/posts/rtip-2023-05-01/
#tidymodels #tidyverse #r #rstats #datamodeling #datascientist #workflows #parsnip #extract #opensource
#OpenSource #extract #parsnip #workflows #DataScientist #datamodeling #RStats #r #tidyverse #tidymodels
Steven P. Sanderson II, MPH · @stevensanderson
105 followers · 556 posts · Server mstdn.social
Here is post Part 3 for the tidyAML shiny app. I have added funcitonality for selecting a parsnip function. When I say parsnip function what I mean is something like linear_reg()
Post: https://www.spsanderson.com/steveondata/posts/rtip-2023-04-27/
#tidymodels #tidyaml #r #rstats #parsnip #tidy #opensource #shiny #opensourcesoftware #software #technology #innovation #regresion #linear #bonsai #ranger #randomforest #gee #lm
#LM #gee #randomforest #ranger #bonsai #linear #regresion #innovation #Technology #Software #opensourcesoftware #shiny #OpenSource #tidy #parsnip #RStats #r #tidyaml #tidymodels
Steven P. Sanderson II, MPH · @stevensanderson
104 followers · 551 posts · Server mstdn.social
Made some updates to yesterdays shiny app building models with tidyAML
Post: https://www.spsanderson.com/steveondata/posts/rtip-2023-04-26/
#tidymodels #parsnip #tidyaml #aml #ml #reactable #shiny #r #rstats #opensource #opensourcesoftware #opensourcecommunity #technology #innovation #data #datascientist #machinelearning
#MachineLearning #DataScientist #Data #innovation #Technology #OpenSourceCommunity #opensourcesoftware #OpenSource #RStats #r #shiny #reactable #ml #aml #tidyaml #parsnip #tidymodels
Mackaj · @mackaj
223 followers · 1915 posts · Server mastodon.me.uk
"Eating turnips could help ease vegetable shortage, suggests Therese Coffey"
She's a bloody turnip. How many people actually like the taste of those things? 🤢
I feel the same way about parsnip too..
#turnip #Swede #parsnip #rootvegitables #shortages #bbc
Steven P. Sanderson II, MPH · @stevensanderson
85 followers · 458 posts · Server mstdn.social
Create a workflowsets object from a tidyAML model_spec tibble
Happy modeling!
#r #opensource #opensourcesoftware #innovation #technology #tech #softwareengineering #software #interoperability #Rstats #tidymodels #parsnip #machinelearning #workflowautomation #datascientist #learning
See attached!
Post: https://lnkd.in/ezamqNgc
#learning #DataScientist #workflowautomation #MachineLearning #parsnip #tidymodels #RStats #interoperability #Software #softwareengineering #Tech #Technology #innovation #opensourcesoftware #OpenSource #r
Steven P. Sanderson II, MPH · @stevensanderson
73 followers · 423 posts · Server mstdn.social
It's official!! My new R package {tidyAML} is out on CRAN
This is a 0.0.1 release and will serve as the basis of what the package can mature into.
#tidyAML #tidymodels #machinelearning #Rprogramming #CRAN #AutoML #r #rstats #opensource #innovation #technology #opensourcesoftware #software #softwareengineering #tidymodels #parsnip #purrr
See attached!
Post: https://www.spsanderson.com/steveondata/posts/rtip-2023-02-16/
#purrr #parsnip #softwareengineering #Software #opensourcesoftware #Technology #innovation #OpenSource #RStats #r #automl #cran #rprogramming #MachineLearning #tidymodels #tidyaml
Steven P. Sanderson II, MPH · @stevensanderson
74 followers · 423 posts · Server mstdn.social
{tidyAML} is off to #CRAN !!!
See attached!
Post: https://lnkd.in/eFVHcxND
#innovation #technology #parsnip #tidymodels #automl #machinelearning #regression #classification #r #rstats #opensourcesoftware #opensource #software #softwaredeveloper #softwareengineering
#softwareengineering #softwaredeveloper #Software #OpenSource #opensourcesoftware #RStats #r #classification #regression #MachineLearning #automl #tidymodels #parsnip #Technology #innovation #cran
Steven P. Sanderson II, MPH · @stevensanderson
74 followers · 423 posts · Server mstdn.social
I am almost ready for a first release of my R package {tidyAML}.
Post: https://www.spsanderson.com/steveondata/posts/rtip-2023-02-09/
#innovation #technology #parsnip #tidymodels #tidyaml #r #rstats #opensource #opensourcesoftware #software #softwareengineering #datascientist #datamodeling #data #machinelearning #regression #classification
#classification #regression #MachineLearning #Data #datamodeling #DataScientist #softwareengineering #Software #opensourcesoftware #OpenSource #RStats #r #tidyaml #tidymodels #parsnip #Technology #innovation
Steven P. Sanderson II, MPH · @stevensanderson
74 followers · 423 posts · Server mstdn.social
I have been working on my #r #package 📦 {tidyAML} and most likely in a month or so the initial release will be ready. You can however if interested install the current version from #github now.
In today's post I am going to talk about a function I am thinking of introducing called at the moment argument_matcher().
Post: https://www.spsanderson.com/steveondata/posts/rtip-2023-02-03/
#rstats #innovation #automl #parsnip #opensourcesoftware #softwaredeveloper #softwareengineering #datamodeling #datascientist #parsnip #purrr
#purrr #DataScientist #datamodeling #softwareengineering #softwaredeveloper #opensourcesoftware #parsnip #automl #innovation #RStats #GitHub #package #r
Chris Hodges :verified: · @wichitalineman
19 followers · 44 posts · Server hachyderm.io
Steven P. Sanderson II, MPH · @stevensanderson
74 followers · 423 posts · Server mstdn.social
I have built nice #boilerplate #functionality in my #r #package {healthyR.ai} to address doing xgboost on the fly without having to mess around to much. It does use the #tidymodels #parsnip #framework which I think is nice.
Here is a link to the post (should #github finish deploying it - failed multiple time already) https://www.spsanderson.com/steveondata/posts/rtip-2023-01-19/
#xgboost #MachineLearning #AI #GitHub #framework #parsnip #tidymodels #package #r #functionality #boilerplate
Steven P. Sanderson II, MPH · @stevensanderson
52 followers · 323 posts · Server mstdn.social
Yesterday I posted on An Update to {tidyAML} where I was discussing some of my thought process and how things could potentially work for the package.
Post: https://www.spsanderson.com/steveondata/posts/weekly-rtip-tidyaml-2023-01-13/
#tidyaml #tidyverse #tidymodels #purrr #parsnip #automl #regression #classification #modelspecification #datamodeling #RStats #OpenSource
#OpenSource #RStats #datamodeling #modelspecification #classification #regression #automl #parsnip #purrr #tidymodels #tidyverse #tidyaml
Albert Cardona · @Rierol
87 followers · 411 posts · Server mastodont.cat
@helenczerski There's recent follow up work:
"Eddy diffusion in the sea: reinterpreting an early experiment"
D.M Summers 2005 https://royalsocietypublishing.org/doi/full/10.1098/rspa.2004.1433
Helen Czerski · @helenczerski
2900 followers · 97 posts · Server fediscience.org
Underappreciated oceanographic tool of the day: the humble parsnip. Back in 1948, Lewis Richardson and Henry Stommel dropped pairs of parsnips into a Scottish loch and watched how each pair floated apart, to study how energy moves through the ocean. It turns out that the parsnip is the perfect ocean surface drifter. #ocean #oceanography #parsnip
Steven P. Sanderson II, MPH · @stevensanderson
48 followers · 280 posts · Server mstdn.social
Steven P. Sanderson II, MPH · @stevensanderson
48 followers · 280 posts · Server mstdn.social
https://github.com/spsanderson/tidyAML/issues/71 does anyone think it’s necessary or is there a better function in #parsnip #RStats #r
Cask Fan · @caskfan
61 followers · 115 posts · Server mastodonapp.uk
Steven P. Sanderson II, MPH · @stevensanderson
36 followers · 202 posts · Server mstdn.social
If you want to #generate #multiple #parsnip #model #specifications at the same time then it’s really not to hard. This sort of thing is being addressed in an upcoming #r #package of mine called {tidyaml}
The idea?
🧠Do not create each model spec
🧠Don't know all the #algorithms that's ok, filter by something like "linear_reg"
🧠Don't know all the #parsnip calls but know #algorithms that's ok too, filter by something like c("lm","glm","glmnet"...)
Post: https://www.spsanderson.com/steveondata/posts/rtip-2022-12-07/
#algorithms #package #r #specifications #model #parsnip #multiple #generate
Rincewind Threepwood · @rincewind_t
23 followers · 42 posts · Server mastodon.world
#Courgette #polenta pancakes with herb dip served with winter salad with #pumpkin and #parsnip
Making the pancakes was a bit tricky because there’s only starch and polenta holding them together but it was really worth the struggle 😋🥗🎃
#vegan #veganfood #food #plantbased #healthy #yum #delicious #hellofresh
#courgette #polenta #pumpkin #parsnip #vegan #veganfood #food #plantbased #healthy #yum #delicious #hellofresh
Steven P. Sanderson II, MPH · @stevensanderson
17 followers · 55 posts · Server mstdn.social
Sometimes we just want to quickly #prepare #data for use in some #algorithm
With my #r #package {healthyR.ai} it is possible to do that for some #algorithms
Today I posted about hai_xgboost_data_prepper() which prepares data as best as possible for use with #xgboost
It takes in a #recipes #tidymodels object and can be used in conjunction with either the built in #boilerplate functions or with the #tidymodels #parsnip workflow as it outputs a recipe object.
Post: https://www.spsanderson.com/steveondata/posts/rtip-2022-11-15/
#parsnip #boilerplate #tidymodels #recipes #xgboost #algorithms #package #r #algorithm #Data #prepare