facebook/Ax

Issues

• [GENERAL SUPPORT]: Improving run time of BO iterations

  #3210 opened 10 days ago by RoeyYadgar
  1

• [GENERAL SUPPORT]: Warm start re-fitting in BoTorchModel

  #3208 opened 9 days ago by RoeyYadgar
  4

• [GENERAL SUPPORT]: Implementation of Evolution-guided BO

  #3198 opened 15 days ago by VMLC-PV
  1

• [GENERAL SUPPORT]: SEBO with parameter constraints

  #2790 opened 3 months ago by souravdey94
  6

• [GENERAL SUPPORT]: Advice on using botorch models with fixed points and outcomes as initial points

  #3081 opened 2 months ago by mariogmgi2g
  8

• [FEATURE REQUEST]: When creating experiments using the Service API it would be nice to be able to pass parameter constraints as objects rather than as strings

  #3167 opened 21 days ago by CompRhys
  4

• `AxClient.get_best_trial(...)` does not account for `optimization_config` parameter

  #2927 opened 24 days ago by vassilyl
  2

• [RFC] Potential SQL deprecation

  #2975 opened 2 months ago by mpolson64
  3

• [FEATURE REQUEST]: Enable requests of batches of experiments in Service API

  #3120 opened a month ago by CompRhys
  1

• [GENERAL SUPPORT]: Updating trial parameters after get_next_trial

  #3061 opened 2 months ago by davifebba
  8

• [GENERAL SUPPORT]: Missing Ax API Documentation

  #2971 opened 2 months ago by loggy01
  2

• [GENERAL SUPPORT]: Using qNegIntegratedPosteriorVariance

  #2581 opened 6 months ago by Kh-im
  4

• [FEATURE REQUEST]: Implement ImprovementGlobalStoppingStrategy for batch trials

  #2677 opened 4 months ago by flo-schu
  3

• [Bug]: Using botorch_acqf_class=qKnowledgeGradient with botorch modular

  #2984 opened 2 months ago by ThomasDodd97
  3

• [GENERAL SUPPORT]: Clarification on GPEI Model Internal Parameters (surrogate model & Acquisition function)

  #2904 opened 2 months ago by vinaysaini94
  3

• [FEATURE REQUEST]: Allow to specify the trial_index when calling ax_client.attach_trial()

  #2852 opened 2 months ago by ricvolpi
  6

• [GENERAL SUPPORT]: Is it possible to abandon a trial in a terminal state?

  #2931 opened 2 months ago by rezaybsh
  7

• [GENERAL SUPPORT]: Error in Running Early Stopping Program from Ax Documentation

  #2816 opened 3 months ago by vinaysaini94
  2

• [GENERAL SUPPORT]: Getting extremely slow in multi-objective optimization

  #2859 opened 3 months ago by howardwang1997
  4

• [GENERAL SUPPORT]: Running into user warning exception stating an objective was not 'observed'

  #2794 opened 3 months ago by allen-yun
  12

• [GENERAL SUPPORT]: Seeking Guidance on Surrogate Model and Acquisition Function for High-Dimensional Optimization Problem

  #2753 opened 3 months ago by vinaysaini94
  15

• [Bug]: No module named 'ax.analysis'

  #2711 opened 3 months ago by greg-rezo
  3

• [GENERAL SUPPORT]: Adjusting search space or accommodating out-of-bounds initial data

  #2584 opened 5 months ago by cheeseheist
  20

• [FEATURE REQUEST]: RangeParameter handling periodic variables (such as angles)

  #2763 opened 4 months ago by EtorArza
  2

• [FEATURE REQUEST]: Issues with Customizing Data Classes

  #2759 opened 4 months ago by FriendLey
  3

• [GENERAL SUPPORT]: MultiTask with Choice Parameter using Ax Service API

  #2752 opened 4 months ago by ritalyu17
  2

• Multi-Objective, scale about the objectives

  #2743 opened 4 months ago by rachelhson
  2

• Performance issue

  #2716 opened 4 months ago by ivarbratberg
  11

• [GENERAL SUPPORT]: Multi-Objective, scale about the objectives

  #2724 opened 4 months ago by rachelhson
  3

• [GENERAL SUPPORT]: Why `qLogNEI` by default?

  #2699 opened 4 months ago by jeffgortmaker
  2

• [GENERAL SUPPORT]: Plot observed pareto frontier alongside remaining Arms

  #2695 opened 4 months ago by Jekannadar
  2

• [GENERAL SUPPORT]: Plotting Pareto fronts / Posterior mean model

  #2623 opened 5 months ago by renaissanceM4n
  6

• [GENERAL SUPPORT]: Getting best predicted point of a botorch model

  #2636 opened 5 months ago by RoeyYadgar
  10

• [GENERAL SUPPORT]: Parallelism and arbitrary parameter type support.

  #2650 opened 5 months ago by muazhari
  5

• [GENERAL SUPPORT]: How to Standardize and Normalize Data for Service API

  #2651 opened 5 months ago by Jekannadar
  6

• [GENERAL SUPPORT]: Logical-or in outcome constraints

  #2638 opened 5 months ago by WangYuNeng
  4

• Problem with Fixed parameters if nonlinear_inequality_constraint is imposed

  #2562 opened 6 months ago by Abrikosoff
  1

• Safe optimization in the Service API

  #2563 opened 6 months ago by Abrikosoff
  5

• [GENERAL SUPPORT]: Reference Point for Multi-Objective Bayesian Optimization

  #2608 opened 5 months ago by renaissanceM4n
  5

• [Bug]: Large sample time increase in ax-platform >= version 0.3.5

  #2604 opened 5 months ago by GilesStrong
  6

• [Bug]: Custom metric issue

  #2593 opened 5 months ago by leigedove
  4

• Managing Objective Function Evaluation Failures in Ax for MOO

  #2574 opened 5 months ago by Fa20
  6

• [GENERAL SUPPORT]: Managing Objective Function Evaluation Failures in Ax for MOO

  #2576 opened 5 months ago by Fa20
  3

• ax_client.generation_strategy.trials_as_df

  #2569 opened 5 months ago by Fa20
  9

• [GENERAL SUPPORT]: CI_Level Paretofrontier

  #2595 opened 5 months ago by renaissanceM4n
  0

• [GENERAL SUPPORT]: Manual configuration,

  #2592 opened 5 months ago by Fa20
  1

• [GENERAL SUPPORT]: Reference point for multi-objective bayesian optimization

  #2582 opened 6 months ago by renaissanceM4n
  4

• The same point is evaluated multiple times during Integer Optimization with BO.

  #2568 opened 6 months ago by lapry34
  5

• Question: Multi-Task Multi Objective

  #2555 opened 6 months ago by VadimBim
  1

• MOO not respecting nonlinear constraints

  #2558 opened 6 months ago by Abrikosoff
  1