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### 🚀 The feature, motivation and pitch
I was using torch-nested tensor type to perform sampling of irregular shapes of tensors. However, I find that the type and device transform is not straightforw…
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Feedback on [Best Practices in Publishing Sampling-event data](https://ipt.gbif.org/manual/en/ipt/latest/best-practices-sampling-event-data) ([Github source for this page](../blob/master/docs/en/modul…
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I had another question concerning the sampling. In your sample code, at a certain moment, you define resampling with the same strata of the previous sample to achieve an additional nested sampling.
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To improve speed of light curve fitting, especially using Gaussian Processes (GPs), we have already discussed adding [tinygp package](https://tinygp.readthedocs.io/en/latest/index.html) to the stage 5…
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**Submitting author:** @drannawatts (Anna Watts)
**Repository:** https://github.com/xpsi-group/neost
**Branch with paper.md** (empty if default branch):
**Version:** v0.9.1
**Editor:** @adonath
**Rev…
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While trying to perform GP modeling using the `GPResult.sample` function integrated with `jaxns` for nested sampling, I encountered the following `AttributeError`:
AttributeError: 'ArrayImpl' objec…
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Hello!
PyMultinest is running fine on my Mac laptop. However, when I try enabling MPI, I'm getting some problems. Running the pymultinest_demo_minimal.py script results in the following:
bash-3.2$ m…
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Series on constructing a valid sampler:
- Requirement for detailed balance
- Requirement for time reversibility
- Proving that HMC targets the posterior
- Proving that NUTS targets the posterior…
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Hi, I have been using numpyro for my research and have been finding it very useful!
I had a quick question which isn't clear to me from the documentation. Is there a way to have an observation I w…
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Lots of sampling algorithms return weighted samples. For instance, importance sampling and SMC both return weighted samples*¸ as do elliptical slice sampling and nested sampling algorithms. Currently,…