R Weekly 2020-07 Code Generation, TidyDevDay, Open Health Analytics
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Hello and welcome to this new issue!
Highlight
Videos and Podcasts
Insights
R in the Real World
Using Machine Learning Techniques to Explain Employee Promotion Process
Machine Learning (XGBoost) Time-Series Classification Trading Strategy
R in Organizations
Resources
New Packages
???? Go Live for More New Pkgs ????
CRAN
themis - implements a collection of new steps for the recipes package to deal with unbalanced data
unheadr - Handle Data with Messy Header Rows and Broken Values
slider - slider provides a family of general purpose sliding window functions
RcppSimdJson - Rcpp Bindings for the simdjson Header Library
GitHub or Bitbucket
{golgotha}: Contextualised Embeddings and Language Modelling using BERT and Friends using R
{crsuggest}: Get appropriate CRS suggestions for your spatial data in R
Updated Packages
RProtoBuf 0.4.15 - One fix, some updates, depcrecation coming
R Internationally
Tutorials
The significance of the sector on the salary of engineers in Sweden
The One Question you should ask your Partner before Marrying!
Monitoring for Changes in Distribution with Resampling Tests
taxadb: A High-Performance Local Taxonomic Database Interface
The complete guide to clustering analysis: k-means and hierarchical clustering by hand and in R
Dynamic discrete choice models, reinforcement learning and Harold, part 2
Book release - Analyzing Financial and Economic Data with R (2º edition)
R Project Updates
Updates from R Core:
Upcoming Events in 3 Months
Events in 3 Months:
Time-to-Event Analytics: Probabilistic Programming with R and Stan (Malmö, Sweden), March 31
satRday Newcastle upon Tyne, April the 4th, Call for speakers for #satRdayNCL closes 31st Jan.
More past events at R conferences & meetups.
Call for Participation
Quotes of the Week
Some personal stats since I started grad school 4.5 years ago:
— Jacob Kaplan (@JacobKaplan19) February 10, 2020
Papers published: 2
Citations: 2
Data sets released: 15
Downloads: ~3300
Citations: 7#rstats packages: 5
Downloads: ~130k
Unfortunately, I think most academics stop reading after the first line.
The #rstats custom #shiny input binding saga continues! I thought using an SVG as an input was exciting, well that was just JS -> R. Now I used R -> JS to bind the values from a data frame to the colors of the SVG! FULL CIRCLE BABY! [Shout out @grrrck's #JS4Shiny workshop ????] pic.twitter.com/Is2XtjWGNO
— Maya Gans (@Mayacelium) February 14, 2020
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