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Merge pull request #43 from JuliaAI/dev
For a 0.1.6 release
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Project.toml

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name = "NearestNeighborModels"
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uuid = "636a865e-7cf4-491e-846c-de09b730eb36"
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authors = ["Anthony D. Blaom <anthony.blaom@gmail.com>", "Sebastian Vollmer <s.vollmer.4@warwick.ac.uk>", "Thibaut Lienart <thibaut.lienart@gmail.com>", "Okon Samuel <okonsamuel50@gmail.com>"]
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version = "0.1.5"
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version = "0.1.6"
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[deps]
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Distances = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
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[compat]
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Distances = "^0.9, ^0.10"
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FillArrays = "^0.9, ^0.10, ^0.11 "
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FillArrays = "^0.9, ^0.10, ^0.11, 0.12"
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MLJModelInterface = "^0.3.5, ^0.4, 1.0"
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NearestNeighbors = "^0.4"
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StatsBase = "^0.33"

README.md

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# NearestNeighborModels
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| [Linux] | Coverage | Documentation |
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| :------------ | :------- | :------------ |
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| [![Build Status](https://github.com/alan-turing-institute/NearestNeighborModels.jl/workflows/CI/badge.svg)](https://github.com/alan-turing-institute/NearestNeighborModels.jl/actions) | [![Coverage](https://codecov.io/gh/alan-turing-institute/NearestNeighborModels.jl/branch/master/graph/badge.svg)](https://codecov.io/github/alan-turing-institute/NearestNeighborModels.jl?branch=master) | [![Stable](https://img.shields.io/badge/docs-stable-blue.svg)](https://alan-turing-institute.github.io/NearestNeighborModels.jl/dev/) |
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| [![Build Status](https://github.com/JuliaAI/NearestNeighborModels.jl/workflows/CI/badge.svg)](https://github.com/JuliaAI/NearestNeighborModels.jl/actions) | [![Coverage](https://codecov.io/gh/JuliaAI/NearestNeighborModels.jl/branch/master/graph/badge.svg)](https://codecov.io/github/JuliaAI/NearestNeighborModels.jl?branch=master) | [![Stable](https://img.shields.io/badge/docs-stable-blue.svg)](https://juliaai.github.io/NearestNeighborModels.jl/dev/) |
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Package providing K-nearest neighbor regressors and classifiers, for use with the [MLJ](https://alan-turing-institute.github.io/MLJ.jl/dev/) machine learning framework.
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Builds on Kristoffer Carlsson's [NearestNeighbors](https://github.com/KristofferC/NearestNeighbors.jl) package, for performing efficient nearest neighbor searches.
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Builds on contributions of Thibaut Lienart originally residing in [MLJModels.jl](https://github.com/alan-turing-institute/MLJModels.jl/blob/98618d7be53f72054de284fa1796c5292d9071bb/src/NearestNeighbors.jl#L1).
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Builds on contributions of Thibaut Lienart originally residing in [MLJModels.jl](https://github.com/JuliaAI/MLJModels.jl/blob/98618d7be53f72054de284fa1796c5292d9071bb/src/NearestNeighbors.jl#L1).
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Provides the following models: `KNNRegressor`, `KNNClassifier`,
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`MultitargetKNNRegressor` and `MultitargetKNNClassifier`.
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Do `list_kernels()` for a complete list.
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For instructions on defining a custom kernel, do `?UserDefinedKernel`.
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For instructions on defining a custom kernel, do `?UserDefinedKernel`.

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