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Benchmark/rf use case#294

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cxzhang4 wants to merge 39 commits intomainmlr-org/mlr3torch:mainfrom benchmark/rf_use_casemlr-org/mlr3torch:benchmark/rf_use_caseCopy head branch name to clipboard

Commits

Commits on Sep 10, 2024

• TODO: write tests

  cxzhang4

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Commits on Sep 22, 2024

• name -> TB. began refactoring based on last meeting with Sebastian

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Commits on Oct 2, 2024

• slight description change

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• removed extraneous comments

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• added n_last_loss frequency test

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Commits on Oct 10, 2024

• in progress

  cxzhang4

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• autotest working, accidentally used the wrong callback_generator

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Commits on Oct 11, 2024

• simple and eval_freq tests pass

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• changed logging methods to private

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• removed magrittr pipe from tests

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• added details for callback class

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• formatting

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• built docs

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• Merge branch 'main' into feat/tflog-callback

  cxzhang4

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• all tests pass, I think this is parity with the previous broken commit. still need to incorporate the step logging

  cxzhang4

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• implemented step logging

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• removed extraneous comments

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• added tensorboard instructions

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• passes R CMD Check, minimally addresses every comment in the previous PR

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Commits on Oct 13, 2024

• moved newest news to bottom

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Commits on Oct 15, 2024

• init

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• Update benchmarks/rf_use_case/run_benchmark.R

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Commits on Oct 17, 2024

• use mlr3oml cache

  cxzhang4

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• Copied in Sebastian's solution for tuning the neurons as a paramset

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• looks like benchmark code working

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• Error: Inner tuning and parameter transformations are currently not supported.

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• changed to grid search

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• LLM-generated fn for neuron search space

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• should work, test this on another machine

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Commits on Oct 18, 2024

• fjwoie

  cxzhang4

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• encapsulated the learner for parallelization

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• comments

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Commits on Oct 20, 2024

• added install script

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Commits on Oct 22, 2024

• looks ready to run. 100 evals of mbo

  cxzhang4

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• addoed surrogate learner for mbo

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Commits on Feb 6, 2025

• Delete R/CallbackSetTB.R

  sebffischer

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• Delete tests/testthat/test_CallbackSetTB.R

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• merge main

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• update benchmark

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