Discussions

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  How to make qEHVI or qNEHVI work with MultitaskGP?

  bug Something isn't working documentation

  sheikhahnaf asked Jul 9, 2024 in Q&A · Unanswered

  

  

  

  

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  How to select 2 of the outputs out of 3 outputs of a multi-task GP for qEHVI?

  sheikhahnaf asked Jul 9, 2024 in Q&A · Answered

  

  

  

  

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  Sequential Multi-task Models

  kstone40 started Jun 28, 2024 in Ideas

  

  

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  Setting up multi-output GP with partial target-correlations

  lucky-luke-98 asked Jun 26, 2024 in Q&A · Unanswered

  

  

  

  

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  using load_state_dict for variational GP in BO loop

  ToennisStef asked Jun 29, 2024 in Q&A · Unanswered

  

  

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  Negative Variance

  ToennisStef asked Jun 24, 2024 in Q&A · Unanswered

  

  

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  Multi-Task & Multi-Fidelity modeling

  ToennisStef asked Jun 22, 2024 in Q&A · Unanswered

  

  

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  Mulit-Task Normalization problem

  ToennisStef asked Jun 22, 2024 in Q&A · Answered

  

  

  

  

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  What does this parameter "perturbation_set" in function "initialize_model" mean?

  Winston8611 asked Jun 4, 2024 in Q&A · Answered

  

  

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  Improving robustness of fit_gpytorch_mll

  George-Lu-1997 asked Jun 10, 2024 in Q&A · Answered

  

  

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  High memory usage compared to previous versions

  acavelan asked May 8, 2024 in Q&A · Unanswered

  

  

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  Criteria for selecting batch samples

  Paeyus started May 28, 2024 in General

  

  

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  Problem with SingleTaskGP

  ToennisStef asked Mar 25, 2024 in Q&A · Answered

  

  

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  qKnowledgeGradient CPU & GPU usage

  ruhanaazam asked Apr 30, 2024 in Q&A · Unanswered

  

  

  

  

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  [Bug] Input normalization makes GP fail to fit data

  bug Something isn't working

  martinakaduc asked May 11, 2024 in Q&A · Unanswered

  

  

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  Parameter constraints dependent on categorical variable identity?

  iandoxsee asked Mar 8, 2024 in Q&A · Answered

  

  

  

  

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  Active learning on the Hartmann test function using BoTorch's acquisition functions

  takafusui started Apr 24, 2024 in General

  

  

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  Model structure validation

  ToennisStef started Apr 17, 2024 in General

  

  

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  Unexpected behaviour of InverseCostWeightedUtility for negative AF values

  AlexanderMouton asked Feb 7, 2024 in Q&A · Unanswered

  

  

  

  

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  How to control batch size in fit_gpytorch_mll

  kheyer asked Apr 6, 2024 in Q&A · Unanswered

  

  

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  Botorch speed optimization

  giokanele asked Mar 12, 2024 in Q&A · Unanswered

  

  

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  Weighted Sparsity Exploration BO

  SebBT01 asked Apr 3, 2024 in Q&A · Unanswered

  

  

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  Transfer learning; using mean_module and covar_module from GP1 as the mean_module and covar_module in new GP2

  neildhir asked Apr 12, 2024 in Q&A · Closed · Unanswered

  

  

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  Lightweight BO in botorch

  ErikOrm asked Apr 2, 2024 in Q&A · Answered

  

  

  

  

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  How to approach creating trust regions around candidates, while maintaining a global space

  SebBT01 asked Apr 3, 2024 in Q&A · Unanswered

  

  

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