skills/experimental-design/scripts/doe_designs.py

• _decode_two_level · function · L31-L40 — def _decode_two_level(coded, factors)
• _randomize · function · L43-L50 — def _randomize(df, randomize, seed)
• full_factorial · function · L53-L67 — def full_factorial(factors, randomize=True, seed=0)
• two_level_factorial · function · L70-L79 — def two_level_factorial(factors, randomize=True, seed=0)
• fractional_factorial · function · L82-L96 — def fractional_factorial(factors, generator, randomize=True, seed=0)
• plackett_burman · function · L99-L109 — def plackett_burman(factors, randomize=True, seed=0)
• central_composite · function · L112-L124 — def central_composite(factors, center=(0, 1), alpha="orthogonal", face="circumscribed", randomize=True, seed=0)
• box_behnken · function · L127-L138 — def box_behnken(factors, center=1, randomize=True, seed=0)
• latin_hypercube · function · L141-L162 — def latin_hypercube(factors, n_samples, criterion="maximin", seed=0, randomize=False)