mgrange1998
mgrange1998
Summary: Renaming the ChoiceEncode parameter to ChoiceToNumericChoice to better reflect its behavior. Differential Revision: D56311291
Summary: This task starts the backlog task T182722751 "Rename Ax transforms in terms of what they transform from and to, when it isn't clear" It has a list of transforms...
Summary: CrossValidation is one of the most frequent plots used accross Ax. This change imports it to the ax.analysis module, simplifies its logic and provides a easy to use access...
Summary: The performance of "get_pending_observations" can be greatly improved by avoiding calls to trial.lookup_data() on trials which are not "in_progress". Differential Revision: D54417794
Summary: "fix lint" signal is failing on github https://github.com/facebook/Ax/actions/runs/8090412501/job/22107860418#step:6:13 ``` Run flake8 flake8 shell: /usr/bin/bash -e {0} env: pythonLocation: /opt/hostedtoolcache/Python/3.9.18/x64 PKG_CONFIG_PATH: /opt/hostedtoolcache/Python/3.9.18/x64/lib/pkgconfig Python_ROOT_DIR: /opt/hostedtoolcache/Python/3.9.18/x64 Python2_ROOT_DIR: /opt/hostedtoolcache/Python/3.9.18/x64 Python3_ROOT_DIR: /opt/hostedtoolcache/Python/3.9.18/x64 LD_LIBRARY_PATH: /opt/hostedtoolcache/Python/3.9.18/x64/lib...
Summary: When making ChoiceParameters, we see ``` UserWarning: sort_values is not specified for ChoiceParameter "xxx". Defaulting to True for parameters of ParameterType FLOAT. To override this behavior (or avoid this...
Summary: Equality checks would add a new property "GenerationStrategy.name" dynamically This would update the "GenerationStrategy.__dict__" field, which caused a RunTimeError: dictionary changed size during iteration error. Differential Revision: D54307333
Summary: "Speed up get_pending_observation_features by caching (on the experiment) which trials have received observations." "We would cache points that are non-pending, as forever non-pending, since we're not going to "lose"...