First of all, thank you for your excellent job. However, I've run into two issues. Could you kindly help me in solving them?
(1) I tried three samples many times, and found in the loop of "for pool in sampler.sample(prior, eps)", pool.dists was always null, therefore resulting in np.percentile(pool.dists, alpha, axis=0) raise an error. So I wonder whether it is normal, or it has something with multi-thread programming ?
(2)If I have three distance functions, should I specify three eps (thresholds)? I found in "Example of using two distance + thresholds in one ABC sampling run" , distance function returns two values within a list object, and eps_start is set to [1.0, 1.0]. I guess if I have three distance functions, I have to specify three eps_start like [1.0,1.0,1.0].I noticed that eps is updated in the code "eps.eps = np.percentile(pool.dists, alpha, axis=0) ", the three eps are synchronously updated with same scaling control factor-alpha. If I want to specify three various scaling control factor, I should update the eps.eps object?
Thank you.
First of all, thank you for your excellent job. However, I've run into two issues. Could you kindly help me in solving them?
(1) I tried three samples many times, and found in the loop of "for pool in sampler.sample(prior, eps)", pool.dists was always null, therefore resulting in np.percentile(pool.dists, alpha, axis=0) raise an error. So I wonder whether it is normal, or it has something with multi-thread programming ?
(2)If I have three distance functions, should I specify three eps (thresholds)? I found in "Example of using two distance + thresholds in one ABC sampling run" , distance function returns two values within a list object, and eps_start is set to [1.0, 1.0]. I guess if I have three distance functions, I have to specify three eps_start like [1.0,1.0,1.0].I noticed that eps is updated in the code "eps.eps = np.percentile(pool.dists, alpha, axis=0) ", the three eps are synchronously updated with same scaling control factor-alpha. If I want to specify three various scaling control factor, I should update the eps.eps object?
Thank you.