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alpaca.jl's Issues

Bump Distributions compat?

Thanks for the quick fix on GLFixedEffectModels, which I'm trying to compare to Alpaca. Unfortunately this is now a bit tricky on GLFixedEffectModels#master, as it requires Distributions 0.24, while Alpaca is limited to 0.23.

Would it be possible to bump the Distributions compat here?

Startup can be faster with lower optimization

A. About 2 sec. faster with -O0, and almost as fast with -O1. For this package (and Rcall.jl actually) I think -O1 might be appropriate, if no -O0. See PR I made with pros/cons at RCall.jl. I also made one at RDatasets.jl, also affecting your Usage example.

$ ~/julia-1.6.0-DEV-8f512f3f6d/bin/julia --startup-file=no -O0

julia> @time using Alpaca
  8.080640 seconds (12.62 M allocations: 673.616 MiB, 5.18% gc time)

julia> @time using Alpaca
  1.143826 seconds (2.41 M allocations: 120.844 MiB, 4.14% gc time)

julia> @time using Alpaca
  0.000212 seconds (176 allocations: 11.156 KiB)

For all:
julia> @time using Alpaca, RDatasets, Distributions, Random
 13.255643 seconds (23.75 M allocations: 1.209 GiB, 7.07% gc time)

this isn't even about almost 80 sec. precompile, and "fatally broken" seems a false alarm, didn't make a comeback:

julia> @time using Alpaca, RDatasets, Distributions, Random
[ Info: Precompiling Alpaca [fcf20ba4-066e-11ea-0417-5fa1eb97d662]
WARNING: Method definition top(Alpaca.RegressionResult) in module Alpaca at /home/pharaldsson_sym/.julia/packages/Alpaca/fga9w/src/RegressionResult.jl:38 overwritten at /home/pharaldsson_sym/.julia/packages/Alpaca/fga9w/src/RegressionResult.jl:42.
  ** incremental compilation may be fatally broken for this module **

[ Info: Precompiling RDatasets [ce6b1742-4840-55fa-b093-852dadbb1d8b]
 77.992885 seconds (25.53 M allocations: 1.295 GiB, 1.21% gc time)

B. The usage example ended with:

┌ Warning: RCall.jl: formula.tools-1.7.1 - Copyright © 2020 Decision Patterns
└ @ RCall ~/.julia/packages/RCall/jOnwc/src/io.jl:160

only a warning, maybe something to look into, supress?

TagBot trigger issue

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