Issue to trigger new releases

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@JuliaRegistrator register()

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@JuliaRegistrator register()

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@JuliaRegistrator register

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@JuliaRegistrator register

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JuliaRegistrator() register

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@JuliaRegistrator register

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@JuliaRegistrator

[JuliaRegistrator]

An unexpected error occurred during registration.

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@JuliaRegistrator register

[JuliaRegistrator]

Error while trying to register: "Tag with name v0.1.3 already exists and points to a different commit"

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@JuliaRegistrator register

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/24453

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>" 32f599422d07997ca3a36fd489060f48922d8743
git push origin v0.1.4

[ablaom]

@JuliaRegistrator register

[JuliaRegistrator]

Registration pull request updated: JuliaRegistries/General/24453

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>" 36c35ff58c317dda6982382a695394e21040ddf3
git push origin v0.1.4

[ablaom]

@JuliaRegistrator register

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/25673

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 v0.1.5 -m "<description of version>" 6d6f5ee33df565fe6320ba3be9f8905f81df0aac
git push origin v0.1.5

[ablaom]

@JuliaRegistrator register

[JuliaRegistrator]

Error while trying to register: "Tag with name v0.1.5 already exists and points to a different commit"

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@JuliaRegistrator register

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/28916

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 v0.1.6 -m "<description of version>" b66d5758dd08eeded89c05be02c71b307e94f96c
git push origin v0.1.6

[ablaom]

@JuliaRegistrator register

[JuliaRegistrator]

Error while trying to register: Changing package repo URL not allowed, please submit a pull request with the URL change to the target registry and retry.

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@JuliaRegistrator register

[JuliaRegistrator]

Error while trying to register: Changing package repo URL not allowed, please submit a pull request with the URL change to the target registry and retry.

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@DilumAluthge I've already updated the url: JuliaRegistries/General#30676

Any idea why this isn't working?

Same result on JuliaHub

[DilumAluthge]

@JuliaRegistrator register

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@JuliaRegistrator register branch=master

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/58704

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 v0.2.7 -m "<description of version>" af48de8d789632aee04cbe3f07e7c9f2c53cd2a4
git push origin v0.2.7

[ablaom]

@JuliaRegistrator register branch=master

Release notes:

• For a 0.2.8 release #212

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/66782

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 v0.2.8 -m "<description of version>" ac253f16e2ca2a5890c1ce1e8ffdaa4bebb555e1
git push origin v0.2.8

[ablaom]

@JuliaRegistrator register branch=master

Release notes:

• (bug fix) Address improper scaling of l2/l1 loss penalty with batch size (Penalty (wrongly) not multiplied by the relative batch size #213) @mohamed82008

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/68791

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 v0.2.9 -m "<description of version>" 06026552f45fe9c91b7c8e31463b1d453990c11f
git push origin v0.2.9

[ablaom]

@JuliaRegistrator register branch=master

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/82167

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 v0.2.10 -m "<description of version>" 7f9dd577fad21ab924def968b28c5e7a5408c741
git push origin v0.2.10

[ablaom]

@JuliaRegistrator register branch=master

Release notes:

• (mildy breaking) Extend compatibility requirement: Flux = "0.13, 0.14". If using Flux 0.14 or later, it may be necessary to additionally import cuDNN to recover the functionality of previous versions (e.g. if using convolution neural networks in builders) (Bump compat for Metalhead #232)

• Bump compatibility requirement: Metalhead = "0.8"

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/90252

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>" 37b5f31727524899203abda197171a7a7696f673
git push origin v0.3.0

[ablaom]

@JuliaRegistrator register branch=master

Release notes:

• Improve the error message for faulty builders (Rethrow the error caught when builder fails #238)

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/91226

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>" ab630f5bd5df3462e01c9fceb355bb5c7ecfb251
git push origin v0.3.1

[ablaom]

@JuliaRegistrator register branch=master

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/93547

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>" 8eaed1389ce2a420dc4eabcf80dabd0a392c80b6
git push origin v0.4.0

[ablaom]

@JuliaRegistrator register branch=master

Release notes:

• (new model) Add NeuralNetworkBinaryClasssifier, an optimised form of NeuralNetworkClassifier for the special case of two target classes. Use Flux.σ instead of softmax for the default finaliser (add constructor for binary classifiers #248)
• (internals) Switch from implicit to explicit differentiation (Omnibus PR, including switch to explicit style differentiation #251)
• (breaking) Use optimisers from Optimisers.jl instead of Flux.jl (Omnibus PR, including switch to explicit style differentiation #251). Note that the new optimisers are immutable.
• (RNG changes.) Change the default value of the model field rng fromRandom.GLOBAL_RNG to Random.default_rng(). Change the seeded RNG, obtained by specifying an integer value for rng, from MersenneTwister to Xoshiro (Omnibus PR, including switch to explicit style differentiation #251)
• (RNG changes.) Update the Short builder so that the rng argument of build(::Short, rng, ...)
  is passed on to the Dropout layer, as these layers now support this on a GPU, at
  least for rng=Random.default_rng() (Omnibus PR, including switch to explicit style differentiation #251)
• (weakly breaking) Change the implementation of L1/L2 regularization from explicit loss penalization to weight/sign decay (internally chained with the user-specified optimiser). The only breakage for users is that the losses reported in the history will no longer be penalized, because the penalty is not explicitly computed (Omnibus PR, including switch to explicit style differentiation #251)

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/108693

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 v0.5.0 -m "<description of version>" ec5941063feb61af3052cedab026469849b59201
git push origin v0.5.0

[ablaom]

@JuliaRegistrator register branch=master

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/108776

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 v0.5.1 -m "<description of version>" 3766e4472810acc1349742dddbec26facf7e18bd
git push origin v0.5.1

[ablaom]

@JuliaRegistrator register branch=master

Release notes:

All models, except ImageClassifier, now support categorical features (presented as table columns with a CategoricalVector type). Rather than one-hot encoding, embeddings into a continuous space are learned (i.e, by adding an embedding layer) and the dimension of theses spaces can be specified by the user, using a new dictionary-valued hyperparameter, embedding_dims. See Cheng Guo and Felix Berkhahn (2016): Entity Embeddings of Categorical Variables.

Also, all continuous input presented to these models is now forced to be Float32, but this is the only breaking change.

[JuliaRegistrator]

Registration pull request created: JuliaRegistries/General/116288

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 v0.6.0 -m "<description of version>" de2b3c68ccad9f0e8010223cd7a63a35a71279a3
git push origin v0.6.0