Add MLBA (WIP)

[itsdfish]

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[codecov-commenter]

Codecov Report

Attention: Patch coverage is 77.58621% with 13 lines in your changes missing coverage. Please review.

Project coverage is 89.11%. Comparing base (2dadbf5) to head (1d51f2e).
Report is 12 commits behind head on master.

Files	Patch %	Lines
src/MLBA.jl	74.50%	13 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##           master      #75      +/-   ##
==========================================
- Coverage   90.27%   89.11%   -1.16%     
==========================================
  Files          24       27       +3     
  Lines        1480     1699     +219     
==========================================
+ Hits         1336     1514     +178     
- Misses        144      185      +41     

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Benchmark Results

	master	f38aef4...	master/f38aef4e5e8c57...
logpdf/("SequentialSamplingModels.DDM", 10)	1.69 ± 0.17 μs	1.68 ± 0.18 μs	1
logpdf/("SequentialSamplingModels.DDM", 100)	17.2 ± 0.68 μs	17.3 ± 0.65 μs	0.999
logpdf/("SequentialSamplingModels.LBA", 10)	2.5 ± 0.19 μs	2.51 ± 0.19 μs	0.997
logpdf/("SequentialSamplingModels.LBA", 100)	23.9 ± 0.63 μs	24 ± 0.58 μs	0.997
logpdf/("SequentialSamplingModels.LNR", 10)	1.02 ± 0.18 μs	1.02 ± 0.17 μs	0.997
logpdf/("SequentialSamplingModels.LNR", 100)	8.63 ± 0.28 μs	8.67 ± 0.28 μs	0.995
logpdf/("SequentialSamplingModels.RDM", 10)	2.64 ± 0.25 μs	2.65 ± 0.25 μs	0.997
logpdf/("SequentialSamplingModels.RDM", 100)	25.2 ± 0.7 μs	25.2 ± 0.71 μs	0.999
logpdf/("SequentialSamplingModels.Wald", 10)	0.227 ± 0.17 μs	0.226 ± 0.17 μs	1.01
logpdf/("SequentialSamplingModels.Wald", 100)	2.02 ± 0.05 μs	2.02 ± 0.046 μs	1
logpdf/("SequentialSamplingModels.WaldMixture", 10)	1.12 ± 0.17 μs	1.12 ± 0.17 μs	0.997
logpdf/("SequentialSamplingModels.WaldMixture", 100)	10.9 ± 0.16 μs	10.9 ± 0.18 μs	0.995
rand/("SequentialSamplingModels.DDM", 10)	2.89 ± 0.35 μs	2.91 ± 0.35 μs	0.995
rand/("SequentialSamplingModels.DDM", 100)	27.6 ± 1.3 μs	27.7 ± 1.3 μs	0.998
rand/("SequentialSamplingModels.LBA", 10)	3.25 ± 1.2 μs	3.24 ± 1.3 μs	1
rand/("SequentialSamplingModels.LBA", 100)	16.8 ± 0.4 μs	16.6 ± 0.36 μs	1.01
rand/("SequentialSamplingModels.LCA", 10)	0.601 ± 0.21 ms	0.586 ± 0.21 ms	1.02
rand/("SequentialSamplingModels.LCA", 100)	6.62 ± 0.29 ms	6.46 ± 0.26 ms	1.02
rand/("SequentialSamplingModels.LNR", 10)	1.07 ± 0.17 μs	1.07 ± 0.16 μs	1
rand/("SequentialSamplingModels.LNR", 100)	7.46 ± 3.7 μs	7.45 ± 3.7 μs	1
rand/("SequentialSamplingModels.RDM", 10)	1.58 ± 0.35 μs	1.51 ± 0.34 μs	1.05
rand/("SequentialSamplingModels.RDM", 100)	10.9 ± 3.9 μs	10.9 ± 3.8 μs	1
rand/("SequentialSamplingModels.Wald", 10)	0.465 ± 0.16 μs	0.464 ± 0.16 μs	1
rand/("SequentialSamplingModels.Wald", 100)	2.9 ± 0.2 μs	2.91 ± 0.24 μs	0.996
rand/("SequentialSamplingModels.WaldMixture", 10)	1.23 ± 0.17 μs	1.22 ± 0.16 μs	1
rand/("SequentialSamplingModels.WaldMixture", 100)	11.9 ± 0.2 μs	11.8 ± 0.19 μs	1
simulate/SequentialSamplingModels.DDM	3.8 ± 1.6 μs	3.77 ± 1.4 μs	1.01
simulate/SequentialSamplingModels.LBA	3.7 ± 0.35 μs	2.21 ± 0.074 μs	1.67
simulate/SequentialSamplingModels.LCA	0.0829 ± 0.015 ms	0.0821 ± 0.018 ms	1.01
simulate/SequentialSamplingModels.RDM	0.104 ± 0.035 ms	0.0754 ± 0.023 ms	1.38
simulate/SequentialSamplingModels.Wald	9.39 ± 5.1 μs	9.31 ± 4.8 μs	1.01
simulate/SequentialSamplingModels.WaldMixture	4.04 ± 1.6 μs	4.04 ± 1.5 μs	1
simulate/mdft	0.186 ± 0.072 ms	0.178 ± 0.065 ms	1.04
time_to_load	1.58 ± 0.025 s	1.59 ± 0.02 s	0.998

Benchmark Plots

A plot of the benchmark results have been uploaded as an artifact to the workflow run for this PR.
Go to "Actions"->"Benchmark a pull request"->[the most recent run]->"Artifacts" (at the bottom).