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You have now coded two different inference algorithms, and a few variants of each. For this section, you must provide a small write-up that compares and contrasts each. Answer at least the following questions: | You have now coded two different inference algorithms, and a few variants of each. For this section, you must provide a small write-up that compares and contrasts each. Answer at least the following questions: | ||
- | - What was the acceptance rate of each algorithm? (ie, what percentage of proposals were accepted) | + | - What was the acceptance rate of each algorithm? (ie, what percentage of proposals were accepted) |
- | - Why don't some inference algorithms explore both modes of the density? | + | - Why don't some inference algorithms explore both modes of the density? |
- | - Why do some algorithms stay in the same state repeatedly? Is this good or bad? | + | - Why do some algorithms stay in the same state repeatedly? Is this good or bad? |
- | - What were the best values for the variance of the momentum variables and the timestep you found? How did you know that they were good? | + | - What were the best values for the variance of the momentum variables and the timestep you found? How did you know that they were good? |
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