Giordon Stark

> To support this though we need to change the way that we run the tests as I don't **think** (could be wrong) that it is possible for us to...

Note on ubuntu machines, etc.. follow https://github.com/google/jax#installation where an automatic detection install is ``` pip install --upgrade https://storage.googleapis.com/jax-releases/`nvidia-smi | sed -En "s/.* CUDA Version: ([0-9]*)\.([0-9]*).*/cuda\1\2/p"`/jaxlib-0.1.52-`python3 -V | sed -En "s/Python...

following works for me ```python # XLA_FLAGS=--xla_gpu_cuda_data_dir=/usr/lib/cuda python run.py import pyhf import jax import time pyhf.set_backend(pyhf.tensor.jax_backend()) model = pyhf.simplemodels.hepdata_like([50.], [100.], [20.]) data = [150.] + model.config.auxdata model.logpdf = jax.jit(model.logpdf) model.expected_data...

> Apart from that, if my understanding that the alternative to `staterror` is a `shapesys` is correct, maybe it would be helpful to make the general reference "adding uncertainties for...

This is related to #514. I have ideas on #514 though :)

> Merging into #293 Is this merging appropriate? The merged issue is specifically about Windows, but this issue is not OS-specific.

@ahupp that's fair. I've solved it for MacOSX and Linux via https://github.com/kratsg/pylibmagic/ right now. The solution there is that it ships a pre-built binary of `file` with the package, so...

My understanding based on @thatch's reproduction, is that there are perhaps certain keys or fields in the header that do not necessarily change the response from the server (for example...

@sirosen I just wanted to say thanks, but I hope it doesn't sound like I'm demanding for anything from you. I am still somewhat new to python typing, so I...

> I can change the header of the pandamon script to make it run, but do we want to force it to python3 in the newer versions ? Or just...