Issue to trigger new releases

[ablaom]

Procedure for new releases:

• merge new contributions onto dev (the base branch for PR's, by default)
• bump version on dev
• make a new PR dev -> master with the title like "For a 0.2.5 release" with list of PR's since last release, and merge if passing
• make a new comment below to trigger a PR to General (see examples below) including release notes if appropriate (always the case if there are breaking changes). Again, see examples below. Alternatively, release notes can be edited after TagBot does it's thing.

[ablaom]

@JuliaRegistrator register

[ablaom]

@JuliaRegistrator register

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/24233

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if the Julia TagBot GitHub Action is installed, or can be done manually through the github interface, or via:

git tag -a v0.1.0 -m "<description of version>" 657a279e610603890f8ec0c90012d8b21855556b
git push origin v0.1.0

[ablaom]

@ExpandingMan

[ablaom]

@JuliaRegistrator register

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/28738

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if the Julia TagBot GitHub Action is installed, or can be done manually through the github interface, or via:

git tag -a v0.1.1 -m "<description of version>" c591d26e02464fb97cfe112dde321e735d498fff
git push origin v0.1.1

[ablaom]

@JuliaRegistrator register

release notes:

• extend compat for MLJModelInterface

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/34712

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if the Julia TagBot GitHub Action is installed, or can be done manually through the github interface, or via:

git tag -a v0.1.2 -m "<description of version>" b3f053c2af82e8a4893eead0aa8db901aeba554d
git push origin v0.1.2

[ablaom]

@JuliaRegistrator register branch=master

release notes:

• (enhancement) Expose the rng hyperparameter of DecisionTreeClassifier, DecisionTreeRegressor, RandomForestClassifier, and RandomForestRegressor (passing rng to fit #4)

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/42047

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if the Julia TagBot GitHub Action is installed, or can be done manually through the github interface, or via:

git tag -a v0.1.3 -m "<description of version>" 66296193de2b22c162f25192a3bc2a42facccf3c
git push origin v0.1.3

[ablaom]

@JuliaRegistrator register branch=master

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/55694

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if the Julia TagBot GitHub Action is installed, or can be done manually through the github interface, or via:

git tag -a v0.1.4 -m "<description of version>" 274b2a907d39a5e8b238f5a7d679afd9dadf3bc1
git push origin v0.1.4

[ablaom]

@JuliaRegistrator register branch=master

Release notes:

• (mildly breaking) Make feature names encountered in training available in fitted_params and report (Expose feature names #14)
• (breaking) Remove pdf_smoothing option from all classifiers (Remove pdf_smoothing option #16)

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/55841

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if the Julia TagBot GitHub Action is installed, or can be done manually through the github interface, or via:

git tag -a v0.2.0 -m "<description of version>" b925c00a6d5c3024584aa2f12da249b9d004861a
git push origin v0.2.0

[ablaom]

@JuliaRegistrator register branch=master

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/56194

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if the Julia TagBot GitHub Action is installed, or can be done manually through the github interface, or via:

git tag -a v0.2.1 -m "<description of version>" deab3911f4dbd08f946b74e79c554919c120f084
git push origin v0.2.1

[ablaom]

@JuliaRegistrator register branch=master

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/57924

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if the Julia TagBot GitHub Action is installed, or can be done manually through the github interface, or via:

git tag -a v0.2.2 -m "<description of version>" cd54a87492faed7e0acc1c176d2d90754003bfd2
git push origin v0.2.2

[ablaom]

@JuliaRegistrator register branch=master

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/63754

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if the Julia TagBot GitHub Action is installed, or can be done manually through the github interface, or via:

git tag -a v0.2.3 -m "<description of version>" 9fbfad689af53e4ecc2b8358243c2a6599416151
git push origin v0.2.3

[ablaom]

@JuliaRegistrator register branch=master

Release notes:

(new feature) Implement feature_importance accessor function for all models, with type of importance controlled by new hyperparameter feature_importance. This can be :split or :impurity (default). See the docstring for RandomForestClassifier for an example. (#28) @john-waczak @OkonSamuel

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/66453

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if the Julia TagBot GitHub Action is installed, or can be done manually through the github interface, or via:

git tag -a v0.2.4 -m "<description of version>" 53957408e582374e45d90a520345b83972c394c3
git push origin v0.2.4

[ablaom]

@JuliaRegistrator register branch=master

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/67465

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if the Julia TagBot GitHub Action is installed, or can be done manually through the github interface, or via:

git tag -a v0.2.5 -m "<description of version>" 52ce4b709be9ceb8f2e2d8f213539f742653e646
git push origin v0.2.5

[ablaom]

@JuliaRegistrator register branch=master

Release notes:

• (breaking) Require DecisionTree.jl 0.12.0. This means seeding of individual RNGs in a random forest has changes, which in turn changes the outcomes of training for both random forest models (Use seed! to put every copy of rng into a unique state DecisionTree.jl#198)
• (breaking) Reverse the role of key and value in the encoding dictionary returned as part of fitted parameters in a DecisionTreeClassifier (Reverse roles keys <--> values in encoding for classifier #37)

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/73215

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if the Julia TagBot GitHub Action is installed, or can be done manually through the github interface, or via:

git tag -a v0.3.0 -m "<description of version>" b161358d68177dd0333784ad6d723abc3c666923
git push origin v0.3.0

[ablaom]

@JuliaRegistrator register branch=master

• (enhancement) Implement data front-end and update function to enable warm restart of random forest models and performant external control of iteration using MLJIteration.jl

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/77828

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if the Julia TagBot GitHub Action is installed, or can be done manually through the github interface, or via:

git tag -a v0.3.1 -m "<description of version>" 735d07dba125cbe5775defd687ff5ec579edd77c
git push origin v0.3.1

[ablaom]

@JuliaRegistrator register branch=master

• (enhancement) Implement data front-end and update function to enable warm restart of random forest models and performant external control of iteration using MLJIteration.jl

[JuliaRegistrator]

Registration pull request updated: JuliaRegistries/General/77828

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if the Julia TagBot GitHub Action is installed, or can be done manually through the github interface, or via:

git tag -a v0.3.1 -m "<description of version>" 735d07dba125cbe5775defd687ff5ec579edd77c
git push origin v0.3.1

[ablaom]

@JuliaRegistrator register branch=master

• (enhancement) Implement data front-end and update function to enable warm restart of random forest models and performant external control of iteration using MLJIteration.jl

[JuliaRegistrator]

Registration pull request updated: JuliaRegistries/General/77828

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if the Julia TagBot GitHub Action is installed, or can be done manually through the github interface, or via:

git tag -a v0.3.1 -m "<description of version>" e6b3f4b381cb9b659be1f827348008c3d23010b2
git push origin v0.3.1

[ablaom]

@JuliaRegistrator register branch=master

Release notes:

• (breaking) Change default for n_trees from 10 to 100 (Increase default number of trees in forests from 10 to 100? #43)
• (breaking) In DecisionTreeClassifier and DecisionTreeRegressor, wrap output of fitted_params(model, Θ).tree to implement the AbstractTrees.jl interface, for pretty printing and plotting using TreeRecipe.jl; fitted_params(model, Θ).raw_tree to output unwrapped tree (Wrap trees for better display #50)
• (breaking) Implement data front-end for all models (Add a data front-end  #41). See How to adapt to breaking change in fit and predict for DecisionTree.jl models #51 for backwards compatible fixes for your code.
• (enhancement) Implement warm restart methods for random forest models (Implement warm restart for random forest models #42)

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/78980

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if the Julia TagBot GitHub Action is installed, or can be done manually through the github interface, or via:

git tag -a v0.4.0 -m "<description of version>" 92323290e6ce9db12c0fa44fa4c5dc03b3e81095
git push origin v0.4.0

[ablaom]

@JuliaRegistrator register branch=master

Release notes:

(enhancement) Include feature names when printing a tree (#54)

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/101961

Tagging

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if the Julia TagBot GitHub Action is installed, or can be done manually through the github interface, or via:

git tag -a v0.4.1 -m "<description of version>" a819b1fb836f3b41948ba7380ef2a85549dc97fc
git push origin v0.4.1

[ablaom]

@JuliaRegistrator register branch=master

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/104586

Tip: Release Notes

Did you know you can add release notes too? Just add markdown formatted text underneath the comment after the text
"Release notes:" and it will be added to the registry PR, and if TagBot is installed it will also be added to the
release that TagBot creates. i.e.

@JuliaRegistrator register

Release notes:

## Breaking changes

- blah

To add them here just re-invoke and the PR will be updated.

Tagging

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if the Julia TagBot GitHub Action is installed, or can be done manually through the github interface, or via:

git tag -a v0.4.2 -m "<description of version>" 7e39bac6bce6d1736e4974f984b6e12801191dd5
git push origin v0.4.2