Ax

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adding a safeguard for stopping strategy

1

Summary: The stopping strategy at first call to get_next_trial() raises error since there are no compleleted trials yet to call max() function on. This fixes that. Reviewed By: danielrjiang Differential...

abbas-kazerouni

improvement-based global stopping

1

Summary: implements improvement based global stoppping Reviewed By: danielrjiang, Balandat Differential Revision: D34705629

abbas-kazerouni

Add @fast_gpytorch decorator and change @fast_botorch_optimize -> @fast_mopdeling

1

Summary: Add a context manager to speed up gpytorch via their provided gpt_settings object. We utilize 3 of their contexts: fast_computations, fast_pred_samples, and fast_pred_var which you can read more about...

mpolson64

Shipit test

2

Summary: DO NOT LAND Differential Revision: D34963954

mpolson64

AxGlobalStopping

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Summary: This implements the interface as well as a simple global stopping strategy to be used by Ax service and loop API's. Reviewed By: Balandat Differential Revision: D34691150

abbas-kazerouni

Support outcome constraints for MOO in Service API

1

In running the multi-objective optimization with outcome constraints using the Service API, I tried calling **ax_client.get_pareto_optimal_parameters()**, but it fails reporting: ``` File "/moo.py", line 536, in best_parameters = ax_client.get_pareto_optimal_parameters() File...

dczaretsky

Fix sphinx

2

Differential Revision: D27174005

ldworkin

Don't fail fast on Github Actions matrix tests

2

Differential Revision: D25469455

ldworkin

Remove encode/decode test, part II

4

Differential Revision: D27712810

ldworkin

Non-linear inequality constraints

1

Summary: See title. This diff isn't ready for review by any means, but is an attempt to temporarily unblock https://github.com/facebook/Ax/issues/769. Differential Revision: D33853834

dme65