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{collapse} 2.1.0 is out! It introduces a new fslice() function (https://sebkrantz.github.io/collapse/reference/fslice.html), a new theory-consistent weighted quantile algorithm (https://sebkrantz.github.io/collapse/reference/fquantile.html) with excellent properties. And some convenience features such as join requirements: #rstats #DataScience
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Version 0.3.0 of the {dfms} package for dynamic factor modelling in R just made it to CRAN, adding support for monthly + quarterly mixed frequency estimation. This allows for easy business cycle indicator estimation in R.
More info at https://sebkrantz.github.io/dfms/articles/introduction.html#estimation-with-mixed-frequency and https://sebkrantz.github.io/dfms/.
Overall, progress has been very s
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I just released an update to OptimalTransportNetworks.jl (https://github.com/OptimalTransportNetworks/OptimalTransportNetworks.jl) providing performance improvements through hand-coded gradients and hessians. I also published a new web-application – the Transport Network Optimizer – available at https://otn.sebastiankrantz.com. #Julialang #DataScience
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I just released an update to OptimalTransportNetworks.jl (https://github.com/OptimalTransportNetworks/OptimalTransportNetworks.jl) providing performance improvements through hand-coded gradients and hessians. I also published a new web-app…
The article on "collapse: Advanced and Fast Statistical Computing and Data Transformation in R" has now been published (open-access) in the Journal of Statistical Software: https://www.jstatsoft.org/article/view/v116i01
{collapse} (https:/…
Recording of my talk on {collapse} and the {fastverse} at the Bank of Portugal‘s workshop on „Speeding up Empirical Research: Tools and Techniques for Fast Computing“ in December is now online: https://www.youtube.com/watch?v=qO5dHIPsfK8
I…
Updated windows benchmarks for in-memory database-like operations by Adrian Antico show that {collapse} still leads on lagging and casting benchmarks (not covered in DuckDB benchmarks) and remains overall very competitive: https://github.c…
RE: https://fosstodon.org/@sebkrantz/115980545195698122
#Rstats
I'm excited to share the release and rOpenSci publication (following peer-review) of dfms 1.0 (https://docs.ropensci.org/dfms/), a high-performance, feature-rich implementation of Dynamics Factor Models for R, supporting mixed-frequency es…
Version 0.3.0 of the {dfms} package for dynamic factor modelling in R just made it to CRAN, adding support for monthly + quarterly mixed frequency estimation. This allows for easy business cycle indicator estimation in R.
More info at http…
{collapse} 2.1.0 is out! It introduces a new fslice() function (https://sebkrantz.github.io/collapse/reference/fslice.html), a new theory-consistent weighted quantile algorithm (https://sebkrantz.github.io/collapse/reference/fquantile.html…
The {collapse} arXiv paper has just been updated - following an extensive revision: https://arxiv.org/abs/2403.05038. I believe it is a great resource for anyone doing scientific computing with #rstats.
There is now a #fastverse benchmark wiki (https://github.com/fastverse/fastverse/wiki/Benchmarks) where users can freely contribute benchmarks. If you have benchmarks involving {fastverse} packages ({collapse}, {data.table}, etc., includin…
I just improved the vignette a bit further, adding some detailed benchmarks and a section on Global Options. I needed to correct myself: it is not true that {collapse} global options should never be invoked in packages - they just need to …
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