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dfm avatar dfm commented on July 24, 2024

Can you explain what you think weights does differently? That's exactly what it was for!

from corner.py.

ceyzeriat avatar ceyzeriat commented on July 24, 2024

Indeed weights parameter of np.histogram or plt.hist is the way to apply a prior to the histogram. However from reading your code, the same weight/prior is applied to each parameter the same way.
e.g. for a 3 parameters triangle plot, the input data will be shape(N, 3). If I have different weights/priors for each parameter, I would like to have my weight data to be shape(N, 3). But for now the weights parameter must be shape(N).
Or maybe I just missed something too obvious!

from corner.py.

dfm avatar dfm commented on July 24, 2024

I'm trying to catch up on old issues here:

Each weight corresponds to a specific sample with different parameter values in each case. In your case, I think what you would want is for the weight to be the product of priors evaluated at the parameter values of that sample.

from corner.py.

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