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Thanks for an excellent and well thought out framework.
It looks like from a model evaluation perspective - freeze/unfreeze have no role to play . To predict on a held out set it is enough to set t…
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### Before
```python
import pymc as pm
from pymc.model.transform.optimization import freeze_dims_and_data
with pm.Model() as m:
...
with freeze_dims_and_data(m):
idata_prior = pm.sam…
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Dear Dr. Nunez,
Thank you for your shares and practices. Your codes are useful for me to develop my own work.
Here, I have questions about the prior distribution of parameters that you have chosen i…
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A `lower_limits_lists` is passed into a `GridSearchResult`
```
class GridSearchResult:
def __init__(
self,
samples: List[SamplesInterface],
lower_limits_lists: Unio…
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I observe a very weird behaviour where the `@time` macro constantly reports "compilation time", even though `SnoopCompile` does not report any inference or invalidation problems.
MWE
```
] ac…
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I am having issues using celerite2 with PYMC. In the past (with PyMC3) I always used `gp.marginal(observed=y-extra_model)` in order to sample models which included both GP and other variables (i.e. a …
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The new stronger statistical tests indicate a bug in the C++ version of Normal-Inverse-Wishart sampler. I assume the bug is in the sampling code in [random.hpp](https://github.com/posterior/distributi…
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#### issue
+ Update the function's description:
- Add more information about ridge plots.
- Change the term 'traces' for 'models.'
- The forest plot's description should specify that…
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Hello,
I am interested in performing posterior interference with various simulation models, such as agent based models. I was wondering whether that is possible with your package. One example in P…