DifferentiableExpectations.jl

A Julia package for differentiating through expectations with Monte-Carlo estimates
Author JuliaDecisionFocusedLearning
Popularity
14 Stars
Updated Last
3 Months Ago
Started In
May 2024

DifferentiableExpectations.jl

Stable Dev Build Status Coverage Code Style: Blue

A Julia package for differentiating through expectations with Monte-Carlo estimates.

It allows the computation of approximate derivatives for functions of the form

$$F(\theta) = \mathbb{E}_{p(\theta)}[f(X)]$$

The following estimators are implemented:

Warning: this package is experimental, use at your own risk and expect frequent breaking releases.

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