PySHAC v0.3.4

Changelog

Improvements

• Dataset plotting now provides a trend line to show overall trend of evaluation metric during training of the engine.
• New argument trend_deg for plot_model which decides the degree of the line which fits the dataset. If the dataset is very noisy, it may be advisable to change this parameter to better reflect the dataset trend.

Example

import pyshac
from pyshac.utils.vis_utils import plot_dataset

shac = SHAC(...)
...

plot_dataset(shac.dataset, trend_deg=5)

Bugfixes

• Removes a flaky test from the Multi* parameter tests