Harry Scholes

WIP: possible solution to allow bootstrapping form an arbitrary number of distributions

7

This is one possible way to implement #51. Essentially we redefine the `bootstrap` method, that contains the main logic, to accept a tuple and then define a separate method that...

Bootstrap resampling from an arbitrary number of distributions?

3

Implementing this functionality would would allow you to do things like calculate the mean difference between two distributions: ```julia using Statistics xs = rand(1000) ys = rand(1000) bootstrap((x,y)->mean(x)-mean(y), (xs, ys),...

Rename to DecisionTrees.jl?

4

As per the [package naming guidelines](https://julialang.github.io/Pkg.jl/v1/creating-packages/#Package-naming-guidelines-1) in the Pkg.jl docs.

Improve tooltips by always showing the docstring of the function being called

2

## IPython Pressing `shift + tab` when calling a function `f` displays the docstring of `f`: ## IJulia The behaviour is different in IJulia. If a number is given as...

PermutationTest overhaul

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This PR is an overhaul of the `PermutationTest` and - Deprecates `ExactPermutationTest` and `ApproximatePermutationTest` - Implements two constructors of `PermutationTest` for exact and approximate tests - Changes the order of...

Permutation test structs and constructors

3

`ExactPermutationTest` and `ApproximatePermutationTest` methods currently return instances of `PermutationTest`. Should they instead return instances of `ExactPermutationTest` and `ApproximatePermutationTest`, where ```julia abstract type AbstractPermutationTest{T

Add stratified k-folds repartitioning strategy

4

I just implemented `stratifiedkfolds` for my own work. It might be something that could live in this package. I'm not too familiar with the internals of MLDataPattern, so it might...

Use Travis builtin support for codecov and coveralls?

5

Travis now adds codecov and coveralls support: ```yaml codecov: true coveralls: true ``` https://docs.travis-ci.com/user/languages/julia/#coverage

Alias delim=' ' with spacedelim=true

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Would it be possible to call `spacedelim=true` internally if the user sets `delim` to `' '`? I feel like this will avoid a lot of people getting frustrated when they...

The streaming load/save example does not work

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```julia julia> using DataFrames, CSVFiles, FileIO julia> df = DataFrame(a = [1,2,3], b = [4,5,6]); julia> stream = IOBuffer(); julia> fileiostream = Stream(format"CSV", stream); julia> save(fileiostream, df) julia> load(fileiostream) 0x0...