mlr-org/mlr3torch issues and pull requests

#310 - Melanoma task

Pull Request - State: open - Opened by cxzhang4 3 days ago

#309 - BREAKING_CHANGE: Early stopping

Pull Request - State: open - Opened by sebffischer 5 days ago

#308 - poc ignite implementation

Pull Request - State: open - Opened by sebffischer 6 days ago

#307 - feat(mlp): add n_layers parameter

Pull Request - State: closed - Opened by sebffischer 6 days ago

#306 - fix leanification

Pull Request - State: closed - Opened by sebffischer 6 days ago

#305 - Leanification does not work properly for `mlr3torch`

Issue - State: closed - Opened by sebffischer 7 days ago

#304 - Add tuningspace for tabular resnet

Issue - State: open - Opened by sebffischer 7 days ago

#303 - Feat/callback unfreeze

Pull Request - State: open - Opened by cxzhang4 11 days ago

#302 - Bump JamesIves/github-pages-deploy-action from 4.6.8 to 4.6.9

Pull Request - State: closed - Opened by dependabot[bot] 21 days ago
Labels: dependencies

#301 - Add AdamW optimizer

Issue - State: open - Opened by sebffischer 25 days ago

#300 - Add support for learning rate schedulers

Issue - State: open - Opened by sebffischer 28 days ago

#299 - Magick to base loader

Pull Request - State: closed - Opened by cxzhang4 about 1 month ago

#298 - Augmentation and transformation pipeop links 404 on mlr3website

Issue - State: open - Opened by sebffischer about 1 month ago

#297 - unfreezing 🥶 weights callback

Issue - State: open - Opened by sebffischer about 1 month ago - 1 comment

#296 - maybe also tag interop threads with `"threads"`

Issue - State: open - Opened by sebffischer about 2 months ago

#295 - feat(LearnerTorch): interop threads parameter

Pull Request - State: closed - Opened by sebffischer about 2 months ago

#294 - Benchmark/rf use case

Pull Request - State: open - Opened by cxzhang4 about 2 months ago

#293 - release 0.1.2

Pull Request - State: closed - Opened by sebffischer about 2 months ago

#292 - Add a MultiModal example Task

Issue - State: open - Opened by sebffischer about 2 months ago - 5 comments
Labels: Modality: Tabular, Modality: Vision, Type: Feature

#291 - Feat/adaptive avg pool

Pull Request - State: closed - Opened by cxzhang4 about 2 months ago

#290 - Feat/tflog callback

Pull Request - State: closed - Opened by cxzhang4 about 2 months ago - 1 comment

#289 - Document that interop threads need to be set seperately

Issue - State: open - Opened by sebffischer about 2 months ago

#288 - callr marshaling test is wrong because of the fallback learner

Issue - State: open - Opened by sebffischer about 2 months ago

#287 - cran release

Pull Request - State: closed - Opened by sebffischer about 2 months ago

#286 - Bump JamesIves/github-pages-deploy-action from 4.6.4 to 4.6.8

Pull Request - State: closed - Opened by dependabot[bot] 2 months ago
Labels: dependencies

#285 - How to Dynamically Tune the Number of Layers in a Neural Network Using mlr3torch?

Issue - State: open - Opened by iLivius 2 months ago - 13 comments

#284 - simple use case: rf vs torch: no factors, no missing values

Issue - State: open - Opened by sebffischer 3 months ago - 1 comment

#283 - Add `last_loss` to `ContextTorch`

Issue - State: open - Opened by sebffischer 3 months ago

#282 - Bump JamesIves/github-pages-deploy-action from 4.6.3 to 4.6.4

Pull Request - State: closed - Opened by dependabot[bot] 3 months ago
Labels: dependencies

#281 - tests(marshaling): add parallelization tests

Pull Request - State: closed - Opened by sebffischer 3 months ago

#280 - improve autotest

Pull Request - State: closed - Opened by sebffischer 3 months ago

#279 - add small autotest

Issue - State: closed - Opened by sebffischer 3 months ago

#278 - ci: add dev-check

Pull Request - State: closed - Opened by sebffischer 3 months ago

#277 - add dev check to CI

Issue - State: closed - Opened by sebffischer 3 months ago

#276 - fix(ci): also run tests on windows

Pull Request - State: closed - Opened by sebffischer 3 months ago

#275 - feat: add nn convenience function

Pull Request - State: closed - Opened by sebffischer 3 months ago

#274 - plot scaling of runtime evaluation

Issue - State: open - Opened by sebffischer 3 months ago - 1 comment

#273 - Create realistic use cases for the package

Issue - State: open - Opened by sebffischer 3 months ago

#272 - tests are not running on windows

Issue - State: closed - Opened by sebffischer 3 months ago

#271 - remove checks that were added to mlr3

Pull Request - State: closed - Opened by sebffischer 3 months ago

#270 - change seeding

Pull Request - State: closed - Opened by sebffischer 3 months ago

#269 - Remove `$divide()` method which will be deprecated

Issue - State: closed - Opened by sebffischer 4 months ago

#268 - remove checks on column info when this is fixed in mlr3

Issue - State: closed - Opened by sebffischer 4 months ago
Labels: workshop

#267 - torch seeding

Issue - State: closed - Opened by sebffischer 4 months ago - 1 comment
Labels: workshop

#266 - finalize ft learner

Issue - State: closed - Opened by sebffischer 4 months ago - 1 comment
Labels: Type: Feature

#265 - ci

Pull Request - State: closed - Opened by sebffischer 4 months ago

#264 - shorter readme but move things into vignette

Issue - State: open - Opened by sebffischer 4 months ago
Labels: Type: Docs

#263 - as.data.table(mlr_pipeops)

Issue - State: closed - Opened by sebffischer 4 months ago
Labels: workshop

#262 - Add instructions how to add custom modules / losses etc.

Issue - State: open - Opened by sebffischer 4 months ago
Labels: Type: Docs

#261 - TODOs

Issue - State: open - Opened by sebffischer 4 months ago - 1 comment

#260 - PipeOpBlock should avoid ID clashes in a smarter way

Issue - State: open - Opened by sebffischer 4 months ago
Labels: Type: Feature

#259 - Create a cheat sheet

Issue - State: open - Opened by sebffischer 4 months ago
Labels: Type: Docs

#258 - docs: use mathjax (old default) to proper render latex

Pull Request - State: closed - Opened by m-muecke 5 months ago

#257 - Add URL and BugReports to DESCRIPTION

Pull Request - State: closed - Opened by shikokuchuo 5 months ago - 2 comments

#256 - Bump JamesIves/github-pages-deploy-action from 4.6.1 to 4.6.3

Pull Request - State: closed - Opened by dependabot[bot] 5 months ago
Labels: dependencies

#255 - Feature: `as_lazy_tensor` for `matrix` and `array`

Issue - State: closed - Opened by sebffischer 5 months ago

#254 - cran fixes

Pull Request - State: closed - Opened by sebffischer 5 months ago

#253 - `PipeOpTorch`: Add adaptive average pooling from torch

Issue - State: closed - Opened by sebffischer 5 months ago
Labels: good first issue, Type: Feature

#252 - Better error messages

Issue - State: open - Opened by sebffischer 5 months ago
Labels: workshop, Type: Feature

#251 - Add multimodal example task + vignette

Issue - State: open - Opened by sebffischer 5 months ago
Labels: workshop

#250 - Encoders for categorical and numeric data

Issue - State: open - Opened by sebffischer 5 months ago
Labels: Type: Feature

#249 - Beginner-friendly vignette on how to construct networks using the `PipeOpTorch` machinery

Issue - State: closed - Opened by sebffischer 5 months ago

#248 - Deploy release to r-universe

Issue - State: closed - Opened by sebffischer 5 months ago

#247 - `PipeOpTorchModel` should maybe implement `learner_model` to make `$base_learner()` work

Issue - State: closed - Opened by sebffischer 5 months ago
Labels: workshop

#246 - More documentation, Bug Fixes

Pull Request - State: closed - Opened by sebffischer 5 months ago

#245 - Tests: Meta-Tests for autotests

Issue - State: open - Opened by sebffischer 5 months ago
Labels: Type: Tests

#244 - Tests: Improve `expect_learner_torch()`

Issue - State: closed - Opened by sebffischer 5 months ago

#243 - Run tests on GPU in CI once available

Issue - State: open - Opened by sebffischer 5 months ago
Labels: Type: Tests

#242 - Bump actions/cache from 3 to 4

Pull Request - State: closed - Opened by dependabot[bot] 5 months ago
Labels: dependencies

#241 - Website

Pull Request - State: closed - Opened by sebffischer 5 months ago

#240 - Add FT Transformer

Issue - State: open - Opened by sebffischer 5 months ago

#239 - Test again that the learners run on GPU

Issue - State: closed - Opened by sebffischer 5 months ago

#238 - feat: torchvision learners

Pull Request - State: closed - Opened by sebffischer 5 months ago

#237 - Add CIFAR task

Issue - State: open - Opened by sebffischer 5 months ago
Labels: good first issue, workshop

#236 - feat: add tabular resnet

Pull Request - State: closed - Opened by sebffischer 5 months ago

#235 - fix marshaling in graph learner

Pull Request - State: closed - Opened by sebffischer 6 months ago

#234 - Outreach

Issue - State: open - Opened by sebffischer 6 months ago - 1 comment
Labels: workshop

#233 - learner_torch helper function

Issue - State: open - Opened by sebffischer 6 months ago
Labels: Prio: High, workshop

#232 - feat: add dataloader params

Pull Request - State: closed - Opened by sebffischer 6 months ago

#231 - feat: pipeop block

Pull Request - State: closed - Opened by sebffischer 6 months ago

#230 - Add tensorboard callback

Issue - State: closed - Opened by sebffischer 6 months ago
Labels: enhancement, good first issue

#229 - Feat/valid

Pull Request - State: closed - Opened by sebffischer 6 months ago

#227 - implement plotter for history state in mlr3viz

Issue - State: open - Opened by sebffischer 6 months ago - 2 comments
Labels: enhancement, good first issue

#223 - Invalid shape: better error handling

Issue - State: open - Opened by sebffischer 6 months ago - 1 comment
Labels: workshop

#219 - remove coro dependency

Issue - State: closed - Opened by sebffischer 7 months ago
Labels: type-maintenance

#215 - predefined tasks should get a column indicating train test valid rows

Issue - State: closed - Opened by sebffischer 9 months ago
Labels: enhancement

#212 - Feedback

Issue - State: open - Opened by sebffischer 9 months ago

#210 - properly group website pages, maybe shorten names

Issue - State: closed - Opened by sebffischer 9 months ago - 1 comment

#209 - test benchmark and resample with different parallelization backends, also callr encapsulation

Issue - State: closed - Opened by sebffischer 9 months ago
Labels: workshop

#206 - Update to new test and holdout rows in mlr3

Issue - State: closed - Opened by sebffischer 10 months ago

#204 - abstract base class should implement dataset using private method `$.feature_ingress_tokens`

Issue - State: open - Opened by sebffischer 10 months ago

#200 - leanify nn_module

Issue - State: closed - Opened by sebffischer 10 months ago - 1 comment
Labels: enhancement, torch

#186 - When PipeOp test rows work, throw error when no validation data is present (instead of warning)

Issue - State: closed - Opened by sebffischer 10 months ago

#184 - CallbackCheckpoint

Issue - State: closed - Opened by sebffischer 10 months ago
Labels: enhancement

#181 - Possible Learner Parameters

Issue - State: closed - Opened by sebffischer 10 months ago

#180 - package website

Issue - State: closed - Opened by sebffischer 10 months ago

#165 - Encoder PipeOp for categoricals / numerics

Issue - State: closed - Opened by sebffischer 12 months ago
Labels: enhancement, good first issue

#151 - Fully integrate mlr3torch into mlr-org website

Issue - State: closed - Opened by sebffischer about 1 year ago
Labels: documentation, good first issue, workshop

#144 - pipeop_torch helper function

Issue - State: open - Opened by sebffischer about 1 year ago
Labels: convenience, workshop

#143 - `nn("<id>")` shorcut for `po("nn_<id>")`

Issue - State: closed - Opened by sebffischer about 1 year ago - 1 comment
Labels: needs discussion, convenience, workshop

GitHub / mlr-org/mlr3torch issues and pull requests