@@ -36,13 +36,13 @@ def divergence_beta(alpha_1, beta_1, alpha_2, beta_2):
3636
3737
3838def update (alpha , beta , mu_winner , sigma_sq_winner , mu_loser , sigma_sq_loser ):
39- ( updated_alpha , updated_beta , _ ) = _updated_annotator (
39+ updated_alpha , updated_beta , _ = _updated_annotator (
4040 alpha , beta , mu_winner , sigma_sq_winner , mu_loser , sigma_sq_loser
4141 )
42- ( updated_mu_winner , updated_mu_loser ) = _updated_mus (
42+ updated_mu_winner , updated_mu_loser = _updated_mus (
4343 alpha , beta , mu_winner , sigma_sq_winner , mu_loser , sigma_sq_loser
4444 )
45- ( updated_sigma_sq_winner , updated_sigma_sq_loser ) = _updated_sigma_sqs (
45+ updated_sigma_sq_winner , updated_sigma_sq_loser = _updated_sigma_sqs (
4646 alpha , beta , mu_winner , sigma_sq_winner , mu_loser , sigma_sq_loser
4747 )
4848 return (
@@ -56,19 +56,19 @@ def update(alpha, beta, mu_winner, sigma_sq_winner, mu_loser, sigma_sq_loser):
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5858def expected_information_gain (alpha , beta , mu_a , sigma_sq_a , mu_b , sigma_sq_b ):
59- ( alpha_1 , beta_1 , c ) = _updated_annotator (
59+ alpha_1 , beta_1 , c = _updated_annotator (
6060 alpha , beta , mu_a , sigma_sq_a , mu_b , sigma_sq_b
6161 )
62- ( mu_a_1 , mu_b_1 ) = _updated_mus (alpha , beta , mu_a , sigma_sq_a , mu_b , sigma_sq_b )
63- ( sigma_sq_a_1 , sigma_sq_b_1 ) = _updated_sigma_sqs (
62+ mu_a_1 , mu_b_1 = _updated_mus (alpha , beta , mu_a , sigma_sq_a , mu_b , sigma_sq_b )
63+ sigma_sq_a_1 , sigma_sq_b_1 = _updated_sigma_sqs (
6464 alpha , beta , mu_a , sigma_sq_a , mu_b , sigma_sq_b
6565 )
6666 prob_a_ranked_above = c
67- ( alpha_2 , beta_2 , _ ) = _updated_annotator (
67+ alpha_2 , beta_2 , _ = _updated_annotator (
6868 alpha , beta , mu_b , sigma_sq_b , mu_a , sigma_sq_a
6969 )
70- ( mu_b_2 , mu_a_2 ) = _updated_mus (alpha , beta , mu_b , sigma_sq_b , mu_a , sigma_sq_a )
71- ( sigma_sq_b_2 , sigma_sq_a_2 ) = _updated_sigma_sqs (
70+ mu_b_2 , mu_a_2 = _updated_mus (alpha , beta , mu_b , sigma_sq_b , mu_a , sigma_sq_a )
71+ sigma_sq_b_2 , sigma_sq_a_2 = _updated_sigma_sqs (
7272 alpha , beta , mu_b , sigma_sq_b , mu_a , sigma_sq_a
7373 )
7474
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