facebook / Ax

Adaptive Experimentation Platform

facebook/Ax Issues

Question : modifications of compute_posterior_pareto_frontier
Updated a month ago2
Get Started code gives the same result regardless of random seed
Closed a month ago3
Issue when starting an AxClient with out-of-design points
Closed a month ago2
Trouble with searching documentation (Algolia, API docs, etc.), for example `get_next_trials`
Closed a month ago1
API docs still show usage of minimize=True and objective_name="branin" despite deprecation warning
Closed a month ago1
ax.dev, GitHub readme, and loop tutorial examples are ignoring `minimize` kwarg
Updated a month ago2
Error: A list of 'ChoiceParameter' is not iterable
Updated 2 months ago4
Different Errors when initializing my loop with Service API and Developer API
Closed 2 months ago7
[Bug] Generation Strategy equality check error without call to repr
Updated 2 months ago1
get_countour_plot() not plotting all trials
Updated 2 months ago3
Tutorial Request: Deploying Runners on Clusters, Debugging Runners/Schedulers
Closed 2 months ago4
Feature Request: Conditional Parameter Constraints
Closed 2 months ago5
Issue with tolerance for floating point and its relevance when using log_scale = True
Closed 2 months ago7
Questions about define how to evaluate
Closed 2 months ago3
[Feature Request] Support fixing parameter values in `get_next_trial()` in ServiceAPI
Updated 2 months ago1
when should we end the Bandit Optimization
Closed 2 months ago4
Question: does Ax support working with Tensorflow models?
Closed 2 months ago2
Question: SEBO optimization with parameter dependency | logistic parameter constrains
Updated 2 months ago4
`_random_seed` not retained when using `ax_client.save_to_json_file()` and `AxClient.load_from_json_file()`
Updated 3 months ago2
Can't control arguments in fit_gpytorch_mll under the hood. Getting ABNORMAL_TERMINATION_IN_LNSRCH warning
Updated 3 months ago1
`qMaxValueEntropy` doesn't seem to work with `ObjectiveProperties(minimize=True)`
Closed 3 months ago4
"Hyperparameter Optimization via Raytune" link in website is broken.
Closed 3 months ago2
Setting up robust optimization experiment with MVaR gives error
Closed 3 months ago8
FullyBayesianMOO memory usage
Closed 3 months ago5
Nontrivial parameter constraints
Closed 3 months ago2
[QUESTION] MAB with Thompson Sampling not converging
Updated 4 months ago2
Tracking of auxiliary metrics
Closed 4 months ago2
Deserialization using RegistryBundle not working as expected
Closed 4 months ago5
Using `evaluate_acquisition_function` on `AxClient` causes subsequent optimziation errors
Closed 4 months ago2
how to get plots(slice, contour) from 'ax_client_snapshot.json'?
Updated 4 months ago3
evaluate_acquisition_function does not work correctly
Updated 4 months ago2
Example (tutorial) for ST_MTGP_NEHVI
Closed 4 months ago2
Out of Memory crash issue
Closed 4 months ago6
Typeguard requirement is for old version
Closed 4 months ago5
Remove deprecated `FixedNoiseGP` from examples
Updated 4 months ago
Question regards how to enforce one set of user choice default values during the Sobol initial trial generation.
Closed 4 months ago5
How to add json_encoder_registry in RegistryBundle to save to JSON file
Closed 5 months ago
SyntheticRunner: @property decorator missing for def run_metadata_report_keys()
Closed 5 months ago2
how to use Banit Optimization of AX if i want to set multiple objects?
Closed 5 months ago4
[Question] GPEI when function values are very non gaussian, extreme values
Updated 5 months ago10
[CODING QUESTION] 'Data' object has no attribute 'is_ok'
Closed 5 months ago3
ValueError: Raw data must be data for a single arm for non batched trials. for the below code which is part of the tutorial. for v0.2.6
Closed 5 months ago4
Adding / Obtaining the slice_values for contour and slice plots
Closed 5 months ago1
[CODING QUESTION] Data to attach is empty
Closed 5 months ago2
[Question] Is it possible that AX to work with other external programs?
Closed 5 months ago2
[Question] Changing parameter constraints before generating a new trial
Updated 5 months ago11
[Question] Migrate hyperparameter optimization from SimpleExperiment to Experiment
Closed 5 months ago4
how to set train_yvar with A/B testing data, if i want the FixedNoiseGP model
Updated 5 months ago3
how to set Empirical Bayes in Bandit Optimization
Updated 6 months ago4
Can BO sample only on the complex feasible region?
Closed 6 months ago1