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Lecture slides for my 'Data Science Programming Methods' course STAT 447 from this Fall 2021 at U of Illinois are now accessible via stat447.com covering shell (incl sed/awk), markdown, git(hub), sql, lots of #Rstats up to packaging, and Docker. Enjoy!
dang 0.0.17: New Features, Plus Maintenance
A collection of a few small helper functions
dirk.eddelbuettel.com/blog/2…
#rstats
RcppArmadillo 15.2.3-1 on CRAN: Upstream Update
R bindings to powerful and expressive C++ matrix library
dirk.eddelbuettel.com/blog/2…
#rcpp #rstats
BH 1.90.0-1 on CRAN: New Upstream
Boost C++ header goodness for R
dirk.eddelbuettel.com/blog/2…
#rstats #rcpp
r^4 post #056: Running r-ci with R-devel
Adding R-devel to r-ci is a one-liner
dirk.eddelbuettel.com/blog/2…
#rstats #continuousintegration
duckdb-mlpack 0.0.5: Added kmeans, version helpers, documentation
Bringing mlpack machine learning to duckdb SQL
dirk.eddelbuettel.com/blog/2…
#duckdb #datascience #mlpack
Added kmeans, version helpers, documention
tidyCpp 0.0.8 on CRAN: Maintenance
Tidy C++ wrapping of the C API for R
dirk.eddelbuettel.com/blog/2…
#rstats
Mostly maintenance but also keeping up with R-devel changes to the C API reducing its surface
RcppQuantuccia 0.1.3 on CRAN: Micro Maintenance
Self-containted QuantLib Calendar Library for R
dirk.eddelbuettel.com/blog/2…
#rstats #rcpp
Exchange / business calendaring based on QuantLib: initial package, but now `qlcal` is preferred / recommended
RcppArmadillo 15.2.2-1 on CRAN: Upstream Update, OpenMP Updates
R bindings to powerful and expressive C++ matrix library
dirk.eddelbuettel.com/blog/2…
#rstats #rcpp
New upstream bug fixes, updated OpenMP setup
digest 0.6.39 on CRAN: Micro Update
Compact hash representations of arbitrary R objects
dirk.eddelbuettel.com/blog/2…
#rstats
Small incremental release addressing two SAN issues revealed only once 0.6.38 was released last week.
r^4 post #055: More Frequent r2u Updates
r2u builds fully at GitHub Actions, multiple runs per day
dirk.eddelbuettel.com/blog/2…
#rstats #r2u
Internal updates allowing for more frequent builds of CRAN binaries for Ubuntu
digest 0.6.38 on CRAN: Several Updates
Compact hash representations of arbitrary R objects
dirk.eddelbuettel.com/blog/2…
#rstats
With special thanks to Carl Pearson, Bill Denney, Thierry Onkelinx, and Sergey Fedorov for contributions to this release.
duckdb-mlpack 0.0.4: Added random forest and logistic regression
Bringing mlpack machine learning to duckdb SQL
dirk.eddelbuettel.com/blog/2…
Adds random forest + logistic regression, reworks interface, adds new state variable for verbosity, expands documentation and adds unit tests
RcppCNPy 0.2.14 on CRAN: Minor Maintenance
Read/write NumPy data from R
dirk.eddelbuettel.com/blog/2…
#rstats #rcpp
duckdb-mlpack 0.0.3: macOS binaries, unit tests, more outputs
Bringing mlpack machine learning to duckdb SQL
dirk.eddelbuettel.com/blog/2…
#duckdb #mlpack
R^4 post #054: Faster r-ci Contimuous Integration via r2u Container
Accelerating Continous Integration at GitHub Actions
dirk.eddelbuettel.com/blog/2…
#rstats
duckdb-mlpack 0.0.2: mlpack is now a duckdb community extension
Bringing mlpack machine learning to duckdb SQL
dirk.eddelbuettel.com/blog/2…
RcppArmadillo 15.2.0-0 on GitHub: New Upstream, Simpler OpenMP
R bindings to powerful and expressive C++ matrix library
dirk.eddelbuettel.com/blog/2…
#rcpp #rstats
GitHub-only release skipping CRAN to slow the update cadence per CRAN Policy
ML quacks: Combining duckdb and mlpack
dirk.eddelbuettel.com/blog/2…
A 'minimally viable product / demo' of extending @duckdb with #mlpack
qlcal 0.0.17 on CRAN: Regular Update
QuantLib Business / Exchange Calendaring for R
dirk.eddelbuettel.com/blog/2…
#rstats #rcpp
RcppSpdlog 0.0.23 on CRAN: New Upstream
Modern C++ logging for R extension packages
dirk.eddelbuettel.com/blog/2…
#rcpp #rstats























