facebook/Ax: Adaptive Experimentation Platform

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Issue history of Ax

Ax Recent Issues

Issue Title State Comments Created Date Updated Date Closed Date
How to pass observation data to BOTORCH_MODULAR for using heteroschedastic gaussian processes closed 4 2022-09-29 2022-09-27 2022-10-04
Feature request for subplots. closed 1 2022-09-29 2022-09-27 2022-09-30
Ax render gives blank image closed 5 2022-09-26 2022-09-27 2022-10-04
Is there a tutorial or doc on using the GP in TorchModelBridge outside of optimization loop? closed 6 2022-09-23 2022-09-27 2022-09-24
Mix of known and unknown variances indicates valuation function errors. Variances should all be specified, or none should be. open 2 2022-09-21 2022-09-27 -
Incompatibility between Ax and latest `pandas` (`ValueError: columns cannot be a set`) open 2 2022-09-20 2022-09-27 -
Get trained model and optimization progress from a ModelBridge open 3 2022-09-14 2022-09-27 -
"Ax must be installed!" although it has been installed already. closed 9 2022-09-13 2022-09-27 2022-09-15
How to prepare experiment and data parameters for BOTORCH_MODULAR? open 3 2022-09-07 2022-09-27 -
Migrate Website to Docusaurus 2 Alpha open 6 2022-09-06 2022-09-27 -
SAASBO Tutorial not working on GPU / Pyro error? closed 13 2022-09-05 2022-09-27 2022-09-15
Import Error using Azure DataBricks closed 5 2022-09-01 2022-09-27 2022-09-15
Error in using Botorch models open 2 2022-08-25 2022-09-27 -
How to manually change parameters in service API? closed 5 2022-08-21 2022-09-22 2022-09-16
How can I optimize a black-box function using Ax? closed 9 2022-08-18 2022-09-22 2022-08-30
Flaky failures in building scheduler tutorial in nightly cron due to plotting with callback closed 3 2022-08-17 2022-09-22 2022-08-17
How are category parameter values handled in Ax? open 15 2022-08-08 2022-09-26 -
Error in using QEHVI closed 5 2022-08-07 2022-09-26 2022-09-13
What's the use of builtin test functions? closed 4 2022-08-06 2022-09-26 2022-08-08
Multi-task vs. multi-fidelity: which should I choose? closed 2 2022-08-02 2022-09-26 2022-08-02
Standard error or standard deviation? closed 2 2022-07-29 2022-09-26 2022-08-16
[QUESTION] Evaluate f(x) only once in MOO example closed 5 2022-07-27 2022-09-26 2022-07-28
[QUESTION] is there a tutorial/example for updating model when I have a status_quo closed 5 2022-07-22 2022-09-26 2022-09-13
[QUESTION] Get the best predicted parameter (not observed) open 8 2022-07-21 2022-09-26 -
A WARNING from ax.storage.sqa_store.save when saving an Experiment with MapData closed 8 2022-07-18 2022-09-26 2022-09-13
Unable to attach trials to HierarchicalSearchSpace using service API closed 5 2022-07-16 2022-09-26 2022-09-15
Batch (Multi-trials) evaluation in Service API performance closed 4 2022-07-10 2022-09-27 2022-09-13
issue with ax.get_next_trial()? closed 6 2022-07-05 2022-09-26 2022-07-08
Are parameter constraints hard or soft constraints? closed 1 2022-07-02 2022-09-26 2022-07-02
Ax installation issue in macOS closed 17 2022-06-22 2022-10-01 2022-06-25
"Storage" docs for JSON saving rely on function that doesn't exist closed 3 2022-06-15 2022-10-01 2022-06-15
Does `GPEI` use marginal likelihood maximization or MCMC by default? closed 1 2022-06-15 2022-09-26 2022-06-15
Q1: How do I remove a trial from a scheduler's experiment data?; Q2: How do I update the Generation strategy for a scheduler? closed 5 2022-06-13 2022-10-03 2022-08-22
Parameter type checking closed 3 2022-06-07 2022-10-02 2022-09-13
Specifying distances for categorical variables closed 6 2022-06-02 2022-10-04 2022-07-22
Fully Bayesian Multi-Objective Optimization using qNEHVI + SAASBO sample code saasbo_nehvi.py crashes open 5 2022-06-02 2022-09-26 -
Can't install latest from git closed 3 2022-06-01 2022-09-26 2022-06-02
Multi-fidelity optimization with discrete fidelities closed 2 2022-05-29 2022-09-26 2022-06-01
Re-Open Custom Runner in Scheduler API deploys same arms for multiple trials when passing additional arguments via __init__ closed 1 2022-05-19 2022-10-06 2022-05-20
How to solve the multi class must be 'ovr or ovo'? closed 2 2022-05-16 2022-10-01 2022-09-13
Access ModelBridge Transforms from Acquisition Function open 6 2022-05-12 2022-10-02 -
How can I recover the acquisition function values after each iteration in Service API? closed 2 2022-05-12 2022-10-02 2022-05-17
FEATURE REQUEST: Support inequality constraints for knowledge gradient acquisition function closed 3 2022-05-12 2022-09-27 2022-05-12
[Question] UCB acquisition function closed 2 2022-05-10 2022-10-01 2022-05-11
How to set the batch_size and replace the acquisition function with qUCB for ALEBO? closed 3 2022-05-07 2022-10-01 2022-09-13
Custom Runner in Scheduler API with using __init__ to provide additional arguments for deployment closed 11 2022-05-06 2022-09-27 2022-05-25
How to extract Pareto optimal parameters in constrained MOO? closed 9 2022-05-03 2022-10-01 2022-09-20
Hypervolume Statistics in Service API closed 15 2022-04-26 2022-09-27 2022-07-19
Optimization of analytic functions open 2 2022-04-24 2022-10-02 -
Multi-Objective Optimization with Scheduler API closed 5 2022-04-23 2022-10-04 2022-09-15