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NEWS.md

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capybara 0.6.0

  • Moves all the heavy computation to C++ using Armadillo and it exports the results to R. Previously, there were multiple data copies between R and C++ that added overhead to the computations.
  • The previous versions returned MX by default, now it has to be specified.
  • Adds code to extract the fixed effects with felm objects.

capybara 0.5.2

  • Uses an O(n log(n)) algorithm to compute the Kendall correlation for the pseudo-R2 in the Poisson model.

capybara 0.5.1

  • Using arma::field consistently instead of std::vector<std::vector<>> for indices.
  • Linear algebra changes, such as using arma::inv instead of solving arma::qr for the inverse.
  • Replaces multiple for loops with dedicated Armadillo functions.

capybara 0.5.0

  • Avoids for loops in the C++ code, and instead uses Armadillo's functions.
  • O(n) computations in C++ access data directly by using pointers.

capybara 0.4.6

  • Fixes notes from tidyselect regarding the use of all_of().
  • The C++ code follows a more consistent style.
  • The GH-Actions do not test gcc 4.8 anymore.

capybara 0.4.5

  • Ungroups the data to avoid issues with the model matrix

capybara 0.4

  • Uses R's C API efficiently to add a bit more of memory optimizations

capybara 0.3.5

  • Uses Mat consistently for all matrix operations (avoids vectors)

capybara 0.3

  • Reduces memory footprint ~45% by moving some computation to Armadillo's side

capybara 0.2

  • Includes pseudo R2 (same as Stata) for Poisson models

capybara 0.1

  • Initial CRAN submission.