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I notice that after warmup, the `mean_accept_prob` significantly higher than both `target_accept_prob` and the `mean_accept_prob` observed during warmup, even on a trivial isotropic gaussian example. …
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Hello,
I would like to merge independently two dependent distributions. To do so, from my two subdistributions, I extracted their own marginals and copula and merged them using ot.ComposedCopula()…
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I work in genomics and I have over-dispersed count data on a massive scale. With 1M total samples of ~1K observations from ~1K individuals, fitting a negative binomial mixed model with `glmer.nb()` f…
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This is a decent attempt at an IRT implementation in Python. However, JML is an approach that is riddled with problems demonstrated in the literature and occurs frequently enough in practice to warran…
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@Kismuz,
I believe I have encountered a framework (A3C) limitation.
While training a few of my recent models I noticed a strange behavior. For the first part of training everything seems to work fi…
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Deprecating "approximate histogram" in favor of new sketches
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Motivation
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Druid's "approximate histogram" aggregator has several significant drawbacks:
…
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Quantum amplitude estimation (QAE) can be achieved using a similar low-depth circuit and likelihood-based statistical approach as phase estimation - see [Suzuki et al](https://arxiv.org/abs/1904.10246…
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### Subroutines, ideas, foundational material.
- Quantum algorithm for finding the minimum https://arxiv.org/abs/quant-ph/9607014
- Quantum algorithms revisited https://arxiv.org/pdf/quant-ph/97080…
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It would be nice to have:
* `cdf` using QuadGK? Or `StatsBase.ecdf`?
* `quantile` using `cdf` with bijection method