sl-solution

Following the comment in discourse

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Thank you for supporting the development of `InMemoryDatasets.jl`. I added a comment to your post in discourse ([here](https://discourse.julialang.org/t/ann-a-new-lightning-fast-package-for-data-manipulation-in-pure-julia/78197/30?u=sl-solution)), however, I thought it might be better to discuss it here. Currently...

Transposing DataFrame

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I developed a package to explore the idea of implementing a function to transpose `DataFrame`s. The README.md file of the developed package contains some examples for reference, and can be...

Improve the performance of describe() in the case of missing values.

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Congratulations on release 1.0.0 Regarding the missing values in the describe() function would it be possible to drop the skipmissing() function? The reason for this is purely performance wise. To...

Not sure if it makes sense, but, would it be possible to allow missing type without copying the underlining arrow vector? As far as I understand, allowing missing only changes...

fix some bugs related to the Chernoff distribution.

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Some functionality of the Chernoff() distribution depended on the newton() function which was not in the dependent list. I added the dependency and also polish some codes.

Using the combination() function instead of the permutation() function. This improves the performance of the ExcatPermutationTest() function.

Many features has been added to `IMD` overtime, and I basically have added some docs about them here and there. Proofreading, adding more help, complete docstrings, ... are sort of...

I accidently encountered failed tests in this part

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https://github.com/sl-solution/InMemoryDatasets.jl/blob/4220d4bdc03e95098c498ed4012b6bee8fe50eb1/test/join.jl#L811 I cannot reproduce it, however, it must be checked - e.g. make sure that it is not related to data race. Perhaps, it is due to `cumsum!`??? The problem...

We should check if can improve the performance of `sort` using other algorithms