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# Assumptions
* As a community we are informally aware of the vast majority of the efforts in the field, though not all of them.
* Restricted to analysis software meant to be used by others, …
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# Question
If a modifier is added with hi==low -- do we really want to incorporate it in the fit? It means no change in variation, interpolation doesn't really do anything, etc... A model built sho…
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In almost every example Jupyter notebook there are a few plots that are made each time
**Example:**
```python
def plot_results(ax, testmus, cls_obs, cls_exp, test_size = 0.05):
ax.plot(mutes…
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# Description
As a compliment/replacement to Issue #79, consider using [JAX: Autograd and XLA](https://github.com/google/jax). This should be investigated and some examples made up.
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It is not clear how I would use the current schema or pyhf utilities to calculate the impact of the various NP, by making, for example, an NP ranking plot. An example plot of this is Figure 19 of [thi…
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# Description
At the moment we set the tensor backend by passing an object:
```python
import pyhf
pyhf.set_backend(pyhf.tensor.pytorch_backend())
```
however, it would be nicer and easier …
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Repository [pychat](https://github.com/akoidan/pychat) has [landscape.svg](https://landscape.io/github/akoidan/pychat/master/landscape.svg) badge, which github caches into camo. If you access badge vi…
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Hi. At the moment, the [`jax.scipy.stats` module does not include the Poisson distribution](https://github.com/google/jax/tree/245f40678ed79ff958481dd87b10e03673bdeaa6/jax/scipy/stats).
Poissons woul…
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We will develop a set of user stories that cover the end-to-end analysis process.
# Assumptions
1. Will be articulated as a set of user stories
2. Milestone does not include the work to solicit c…
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I am using your (excellent) action here: https://github.com/artis3n/docker-ubuntu1804-ansible/blob/master/.github/workflows/deploy.yml
My desired steps:
- Publish to Docker with the tag of the r…