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For a 0.5.0 release#259

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ablaom merged 92 commits intomasterFluxML/MLJFlux.jl:masterfrom devFluxML/MLJFlux.jl:devCopy head branch name to clipboardJun 11, 2024

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Commits on Oct 31, 2023

• fix broken link in readme

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• Merge branch 'dev' of https://github.com/FluxML/MLJFlux.jl into dev

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Commits on Apr 23, 2024

• add NeuralNetworkBinaryClassifier

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• bump [compat] for Metahead

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• fix Metalhead breakage

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• add julia 1.9 to ci matrix

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• add [compat] for Statistics

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• oops

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• dump nightly in testing

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• Merge pull request #250 from FluxML/fix-metalhead-breakage

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Commits on Apr 24, 2024

• Merge branch 'FluxML:dev' into binaryclassifier

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Commits on Apr 29, 2024

• add Optimisers to Project [deps]

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Commits on Apr 30, 2024

• use explicit AD; refactor optimisers; disable l1/l2 reglrztn temporarily

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Commits on May 1, 2024

• test adjustment: GPU's don't support StableRNGs

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• further RNG fixes in tests

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• remove invalid test of optimiser reproducibility on GPU

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• oops - forgotten end

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• oops again - use accel instead of acceleration

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• add some debugging lines

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• use default_rng when comparing acceleration methods

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• disable test comparing losses b/w CPU/GPU in presence of dropout

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• oops. disabled test for wrong model

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• fix test no longer broken; dump some redundant testing of optimiser

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• revert to using StableRNGs when comparing accelerations for images

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Commits on May 3, 2024

• refactor regularization (loss penalties)

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• simplify: use MLP builder instead of custom Short2 in tests

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Commits on May 22, 2024

• 🚀 Initialize documentation

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• 🎨 Add logo

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• 🎨 Minor style improvements

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• ✨ Landing page and style changes

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• ✨ Add basic docs skeleton and README integration

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• 📝 Add minor improvements

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Commits on May 24, 2024

• update examples/MNIST Manifest, including Julia 1.10

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• Update docs/src/index.md

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• Fix quick start by removing fit

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• Merge branch 'instate-docs' of https://github.com/EssamWisam/MLJFlux.jl into instate-docs

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• Update docs/src/index.md

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• Update docs/src/interface/Summary.md

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• Update docs/src/interface/Custom Builders.md

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• Update docs/src/workflow examples/Incremental Training.md

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• Update docs/src/workflow examples/Incremental Training.md

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• Update docs/src/full tutorials/MNIST.md

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• Update docs/src/full tutorials/MNIST.md

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• Update docs/src/full tutorials/MNIST.md

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• Update docs/src/full tutorials/MNIST.md

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• Update docs/make.jl

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Commits on May 25, 2024

• 🚑 Minor fixes

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• ✨ Attempt deployment

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• 🚑 Towards documentation

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• Merge pull request #252 from EssamWisam/instate-docs

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Commits on May 26, 2024

• add some clarificatioins about GPU case in MNIST example

  

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• fix a Literate issue with code comments

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Commits on May 28, 2024

• Merge branch 'FluxML:dev' into binaryclassifier

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Commits on May 29, 2024

• address review: add logic to regularized_optimiser()

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• update docstrings for train and train_epoch

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Commits on May 30, 2024

• add some docs for the binary classifier

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Commits on Jun 3, 2024

• ✨ Add 7 workflow examples for MLJFlux

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Commits on Jun 4, 2024

• ✨ Add RNNs for Spam Classification Tutorial

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Commits on Jun 6, 2024

• introduce variables for the test and train indices

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• commit review suggestion

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• address remaining review comments. New notebook.ipynb not executed!

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• Merge branch 'mnist-update' of https://github.com/FluxML/MLJFlux.jl into mnist-update

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• generate a new notebook.ipynb (executed) for examples/mnist

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Commits on Jun 7, 2024

• Update docs/src/full tutorials/Spam Detection with RNNs/SMS.jl

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• Update docs/src/full tutorials/Spam Detection with RNNs/SMS.jl

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• Update docs/src/workflow examples/Composition/composition.jl

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• Update docs/src/workflow examples/Early Stopping/iteration.jl

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• Update docs/src/workflow examples/Live Training/live-training.jl

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• ✏️ Fix indentations

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• 🔥 Remove Literate dependency

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• 🚑 No need to load standardizer

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Commits on Jun 10, 2024

• deprecating fit! and train! methods

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• Merge pull request #251 from FluxML/refactor-regularization

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• ✏️ Attempt for a better link for Quick Start

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• 🎨 Improve styles for drop downs

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• 🚧 Hide spam classification tutorial temporarily

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• Merge branch 'binaryclassifier' of https://github.com/tiemvanderdeure/MLJFlux.jl into tiemvanderdeure-binaryclassifier

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• Merge pull request #256 from EssamWisam/more-tutorials

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• fix defaults for NNBinaryClassifier constructor

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• tweak NNBinaryClassifier to address breakages of #251

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• Merge pull request #257 from FluxML/tiemvanderdeure-binaryclassifier

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• Merge pull request #254 from FluxML/mnist-update

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• bump 0.5.0

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Commits on Jun 11, 2024

• add check that Flux optimiser is not being used

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• Merge pull request #260 from FluxML/optimiser-warning

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