Jonas Eschle

Add TF 2.7, currently fails because of a bug in TFP https://github.com/tensorflow/probability/issues/1464 ## Checklist - [x] change approved - [x] implementation finished - [x] correct namespace imported - [x] tests...

Python 3.10 and TF 2.7+

2

Upgrade to the new Python version and TF versions. This is currently restricted possible only because of failures with the gradient that seem to stem from a different handling of...

## Proposed Changes - ## Tests added - ## Checklist - [ ] change approved - [ ] implementation finished - [ ] correct namespace imported - [ ] tests...

Interface and 'do'

6

Hi, this is an interesting, yet difficult library! While it seems intriguing, I wonder thought about the interface: why is there always a 'do'? Why does the library not just...

Upgrade to multiple dimensions and binned PDFs

1

This moves for asymptotic asimov dataset creation on the zfit binned PDFs and datasets. Abstracting this away makes it easy to go for multidimensional asimov datasets (as zfit supports it...

plotting

2

Currently, AFAIK, the plotting is not public and just helper functions are provided. However, it could be useful to somehow provide them (based on the output). Maybe it is worth...

Make ToyGenerator more public

1

I think it could be worth to make the toy generator more publicly available. It's common to do some toys to study the bias of the fit and encapsulating this...

Performance and possible speedup

10

Hi all, we are using flavio to generate and fit heavily. Since we perform many toys, speed becomes a critical issue for us and we started looking into possible ways...

Factor out pull_plot to mplhep

3

I had a discussion recently with @andrzejnovak about plotting pulls in mplhep as it would be very useful for nice zfit plots of PDFs. Therefore the idea would be to...

conda-forge package

1

Are there any plans (or objections) to add this to conda-forge? Given that it's a prue Python library, it should be rather straight-forward to do.