fair_seldonian.data package

Submodules

fair_seldonian.data.synthetic module

fair_seldonian.data.synthetic.random() → x in the interval [0, 1).

fair_seldonian.data.synthetic.get_data(N, features, t_ratio, tp0_ratio, tp1_ratio, random_seed)

Parameters:

• N (int)

• features (int)

• t_ratio (float)

• tp0_ratio (float)

• tp1_ratio (float)

• random_seed (float)

Return type:

DataFrame

fair_seldonian.data.synthetic.data_split(frac, all_data, random_state, m_test)

Parameters:

• frac (float)

• all_data (DataFrame)

• random_state (int)

• m_test (float)

Return type:

tuple[ndarray, ndarray, ndarray, ndarray, ndarray, ndarray]

Module contents