Estimate best kernel parameters resetting `curr_points`

Issue #46 new
Balaji Pokuri created an issue

Observed during bo_md speedup calculation. When the kernel parameter estimation fails, the value of `curr_points` is being reset to n_init . So, PARyOpt will start failing if the kernel parameters are estimated frequently.

Other functionality is working without any issue.

Comments (1)

  1. Balaji Pokuri reporter

    Issue is in _is_near_to_population, where nearness is being calculated as a function of theta and not absolute distance. Can cause issues if theta is large, when new points are no longer added and hence loss of data.

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