setu.ValidationConfig

class setu.ValidationConfig(c2st_mode='marginal', c2st_n_samples=1000, c2st_warn=0.55, c2st_fail=0.6, mmd_n_samples=1000, mmd_warn=0.1, mmd_fail=0.2, sw_n_samples=1000, sw_n_projections=100, sw_warn=0.3, sw_fail=0.5, sbc_warn_ks=0.05, sbc_fail_ks=0.1, la_n_rounds=50, la_warn=0.57, la_fail=0.53, nc_n_mc=5000, nc_n_x=50, nc_warn=0.3, nc_fail=0.5, ratio_sbc_warn_ks=0.05, ratio_sbc_fail_ks=0.1, tv_n_samples=1000, tv_warn=0.15, tv_fail=0.25)

Bases: object

Configuration for validation check thresholds and parameters.

Parameters:

• c2st_mode (Literal['iid', 'marginal'])

• c2st_n_samples (int)

• c2st_warn (float)

• c2st_fail (float)

• mmd_n_samples (int)

• mmd_warn (float)

• mmd_fail (float)

• sw_n_samples (int)

• sw_n_projections (int)

• sw_warn (float)

• sw_fail (float)

• sbc_warn_ks (float)

• sbc_fail_ks (float)

• la_n_rounds (int)

• la_warn (float)

• la_fail (float)

• nc_n_mc (int)

• nc_n_x (int)

• nc_warn (float)

• nc_fail (float)

• ratio_sbc_warn_ks (float)

• ratio_sbc_fail_ks (float)

• tv_n_samples (int)

• tv_warn (float)

• tv_fail (float)