mlr-org/mlr3torch

Issues

• Add support for learning rate schedulers

  #300 opened 2 months ago by sebffischer
  0

• Add a MultiModal example Task

  #292 opened 2 months ago by sebffischer
  4

• Augmentation and transformation pipeop links 404 on mlr3website

  #298 opened 2 months ago by sebffischer
  0

• unfreezing 🥶 weights callback

  #297 opened 2 months ago by sebffischer
  0

• `PipeOpTorch`: Add adaptive average pooling from torch

  #253 opened 2 months ago by sebffischer
  0

• simple use case: rf vs torch: no factors, no missing values

  #284 opened 3 months ago by sebffischer
  1

• maybe also tag interop threads with `"threads"`

  #296 opened 2 months ago by sebffischer
  0

• How to Dynamically Tune the Number of Layers in a Neural Network Using mlr3torch?

  #285 opened 3 months ago by iLivius
  13

• Document that interop threads need to be set seperately

  #289 opened 2 months ago by sebffischer
  0

• callr marshaling test is wrong because of the fallback learner

  #288 opened 2 months ago by sebffischer
  0

• Create realistic use cases for the package

  #273 opened 4 months ago by sebffischer
  0

• Add `last_loss` to `ContextTorch`

  #283 opened 3 months ago by sebffischer
  0

• plot scaling of runtime evaluation

  #274 opened 4 months ago by sebffischer
  1

• finalize ft learner

  #266 opened 4 months ago by sebffischer
  1

• Run tests on GPU in CI once available

  #243 opened 6 months ago by sebffischer
  0

• Tests: Improve `expect_learner_torch()`

  #244 opened 4 months ago by sebffischer
  0

• Tests: Meta-Tests for autotests

  #245 opened 6 months ago by sebffischer
  0

• Encoders for categorical and numeric data

  #250 opened 6 months ago by sebffischer
  0

• Better error messages

  #252 opened 6 months ago by sebffischer
  0

• Create a cheat sheet

  #259 opened 5 months ago by sebffischer
  0

• PipeOpBlock should avoid ID clashes in a smarter way

  #260 opened 5 months ago by sebffischer
  0

• Add instructions how to add custom modules / losses etc.

  #262 opened 5 months ago by sebffischer
  0

• shorter readme but move things into vignette

  #264 opened 4 months ago by sebffischer
  0

• add dev check to CI

  #277 opened 4 months ago by sebffischer
  0

• add small autotest

  #279 opened 4 months ago by sebffischer
  0

• Deploy release to r-universe

  #248 opened 4 months ago by sebffischer
  0

• torch seeding

  #267 opened 4 months ago by sebffischer
  1

• remove checks on column info when this is fixed in mlr3

  #268 opened 4 months ago by sebffischer
  0

• tests are not running on windows

  #272 opened 4 months ago by sebffischer
  0

• Add tensorboard callback

  #230 opened 6 months ago by sebffischer
  0

• Remove `$divide()` method which will be deprecated

  #269 opened 4 months ago by sebffischer
  0

• `PipeOpTorchModel` should maybe implement `learner_model` to make `$base_learner()` work

  #247 opened 4 months ago by sebffischer
  0

• Outreach

  #234 opened 6 months ago by sebffischer
  1

• as.data.table(mlr_pipeops)

  #263 opened 4 months ago by sebffischer
  0

• Invalid shape: better error handling

  #223 opened 7 months ago by sebffischer
  1

• learner_torch helper function

  #233 opened 6 months ago by sebffischer
  0

• Add CIFAR task

  #237 opened 6 months ago by sebffischer
  0

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

  #249 opened 4 months ago by sebffischer
  0

• Add multimodal example task + vignette

  #251 opened 6 months ago by sebffischer
  0

• TODOs

  #261 opened 5 months ago by sebffischer
  1

• Feature: `as_lazy_tensor` for `matrix` and `array`

  #255 opened 6 months ago by sebffischer
  0

• Test again that the learners run on GPU

  #239 opened 6 months ago by sebffischer
  0

• Add FT Transformer

  #240 opened 6 months ago by sebffischer
  0

• implement plotter for history state in mlr3viz

  #227 opened 6 months ago by sebffischer
  2

• remove coro dependency

  #219 opened 6 months ago by sebffischer
  0

• add contributing guide

  #220 opened 6 months ago by sebffischer
  0

• learner base class should implement more dataloading functionality

  #228 opened 6 months ago by sebffischer
  1

• FAQ: duplicated IDs

  #224 opened 6 months ago by sebffischer
  0

• callbacks should store a state and not themselves in the learner

  #226 opened 6 months ago by sebffischer
  0

• fix recycling of lazy tensor

  #221 opened 6 months ago by sebffischer
  0