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Remove math slide
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matthewfeickert committed Jan 27, 2024
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.center.large[Differentiable simulators can make simulation based inference no longer "black box", but accessible to inference workflow]
]

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# Math

$$
f\left(\mathrm{data}\middle|\mathrm{parameters}\right) = f\left(\textcolor{#00a620}{\vec{n}}, \textcolor{#a3130f}{\vec{a}}\middle|\textcolor{#0495fc}{\vec{\eta}}, \textcolor{#9c2cfc}{\vec{\chi}}\right) = \textcolor{blue}{\prod\_{c \\,\in\\, \textrm{channels}} \prod\_{b \\,\in\\, \textrm{bins}\_c} \textrm{Pois} \left(n\_{cb} \middle| \nu\_{cb}\left(\vec{\eta}, \vec{\chi}\right)\right)} \\,\textcolor{red}{\prod\_{\chi \\,\in\\, \vec{\chi}} c\_{\chi} \left(a\_{\chi}\middle|\chi\right)}
$$

$$
p\left(x \middle|\theta\right) = \int dz\_{D} dz\_{S} dz\_{P} \\, p\left(x \middle|z\_{D}\right) p\left(z\_{D} \middle|z\_{S}\right) p\left(z\_{S} \middle|z\_{P}\right) p\left(z\_{P} \middle|\theta\right)
$$

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class: end-slide, center

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