willtownes

from gpflow.conditionals import conditional
from gpflow.inducing_variables import SeparateIndependentInducingVariables
from gpflow.kernels import SeparateIndependent

#note: object 'm' is of type gpflow.models.svgp.SVGP

ind_conditional = conditional.dispatch(
    object, SeparateIndependentInducingVariables, SeparateIndependent, object)
gmu, gvar = ind_conditional(
    X,

willtownes

"""
From https://twitter.com/Al_Grigor/status/1357028887209902088
Most candidates cannot solve this interview problem:
* Input: "aaaabbbcca"
* Output: [("a", 4), ("b", 3), ("c", 2), ("a", 1)]
Write a function that converts the input to the output
I ask it in the screening interview and give it 25 minutes
How would you solve it?
"""

willtownes

---
title: "Poisson prediction interval"
author: "Will Townes"
output: html_document
---

Poisson prediction interval based on [Kim et al 2022](https://doi.org/10.1002/wics.1568)

```{r}
n<-100