Discussions

• 1 You must be logged in to vote

  🙏

  How could I customize a self-defined gradient function for optimize_acqf?

  Ksrma asked Sep 20, 2024 in Q&A · Answered

  

  

  2
• 1 You must be logged in to vote

  🙏

  Custom Model, Dropout NN Posterior

  kstone40 asked Nov 22, 2023 in Q&A · Answered

  

  

  

  

  13
• 1 You must be logged in to vote

  🙏

  Using nonlinear inequality constraints on discrete variables

  creekmar asked Sep 11, 2024 in Q&A · Unanswered

  

  

  3
• 1 You must be logged in to vote

  🙏

  Acquisition Values negative with qLogEI

  mvincent-ethzBA asked Sep 12, 2024 in Q&A · Closed · Answered

  

  

  2
• 1 You must be logged in to vote

  🙏

  best_f vs current_value

  samuelkim16 asked Sep 7, 2024 in Q&A · Answered

  

  

  4
• 1 You must be logged in to vote

  🙏

  Multi-fidelity BO tutorial doesn't work?

  samuelkim16 asked Sep 10, 2024 in Q&A · Answered

  

  

  3
• 1 You must be logged in to vote

  🙏

  Multi-objective for Rank-Weighted GP Ensemble (RGPE) Model - Problems with the forward() instantiation of the custom model (MultitaskMultivariateNormal)

  MoBurmeister asked Aug 28, 2024 in Q&A · Answered

  

  

  5
• 1 You must be logged in to vote

  💬

  Choosing between maximization & minimization with BoTorch acquisition functions

  enhancement New feature or request

  AdrianSosic started Jul 22, 2024 in General

  

  

  5
• 1 You must be logged in to vote

  🙏

  Combining multi-fidelity and risk-adverse BO

  samuelkim16 asked Aug 23, 2024 in Q&A · Answered

  

  

  3
• 1 You must be logged in to vote

  🙏

  Transform of X_baseline in qNEHVI (qNoisyExpectedHypervolumeImprovement) and qLNEHVI (qLogNoisyExpectedHypervolumeImprovement) instantiating necessary?

  MoBurmeister asked Aug 22, 2024 in Q&A · Answered

  

  

  

  

  2
• 1 You must be logged in to vote

  🙏

  RuntimeWarning: Optimization failed in gen_candidates_scipy / New set of initial conditions / OptimizationWarning failed within scipy.optimize.minimize

  MoBurmeister asked Aug 14, 2024 in Q&A · Answered

  

  

  4
• 1 You must be logged in to vote

  🙏

  (Need help) Can we restart botorch from previous optimization?

  mwn0216 asked Aug 13, 2024 in Q&A · Unanswered

  

  

  4
• 1 You must be logged in to vote

  🙏

  Issue with non linear constraints and qMultifidelityKnowledgeGradient

  Adalia456 asked Aug 13, 2024 in Q&A · Unanswered

  

  

  1
• 2 You must be logged in to vote

  🙏

  Introduction of objective constraints in botorch - unclear implementation and runtime issues

  MoBurmeister asked Jul 17, 2024 in Q&A · Answered

  

  

  

  

  3
• 1 You must be logged in to vote

  🙏

  Categorical Kernel

  jduerholt asked Jul 31, 2024 in Q&A · Closed · Unanswered

  

  

  1
• 4 You must be logged in to vote

  💬

  Changes to default BoTorch covariance and likelihood modules

  hvarfner started Jul 29, 2024 in General

  

  

  0
• 1 You must be logged in to vote

  🙏

  sparse variational GP with get_fantasy_model and qNegIntegratedPosteriorVariance

  cagoc asked Jul 25, 2024 in Q&A · Unanswered

  

  

  3
• 1 You must be logged in to vote

  🙏

  How to make My Candidates generated by Acquisition function always lie on a simplex ?

  sheikhahnaf asked Jul 12, 2024 in Q&A · Unanswered

  

  

  1
• 1 You must be logged in to vote

  🙏

  Constraint Optimization with SingleTaskVariationalGP of binary classification task

  ToennisStef asked Jul 10, 2024 in Q&A · Unanswered

  

  

  1
• 1 You must be logged in to vote

  🙏

  Constructing the sample_pareto_frontiers for the qMultiObjectiveMaxValueEntropy acquisition function

  mamunm asked Jul 1, 2024 in Q&A · Answered

  

  

  1
• 0 You must be logged in to vote

  🙏

  Using botorch.acquisition.multi_step_lookahead : RuntimeError: split_with_sizes expects split_sizes have only non-negative entries

  Adalia456 asked Jul 7, 2024 in Q&A · Unanswered

  

  

  1
• 1 You must be logged in to vote

  💬

  Reporting a bug? Open an issue, not a discussion.

  esantorella started Jul 10, 2024 in General

  

  

  0
• 1 You must be logged in to vote

  💬

  [Bug] Inconsistent behavior: standardize vs. Standardize with n < 2

  bug Something isn't working

  AdrianSosic started Jun 24, 2024 in General

  

  

  9
• 1 You must be logged in to vote

  🙏

  How to make qEHVI or qNEHVI work with MultitaskGP?

  bug Something isn't working documentation

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

  

  

  

  

  5
• 1 You must be logged in to vote

  🙏

  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

  

  

  

  

  3