🧠 TheSequence Quiz

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🧠 TheSequence Quiz

Welcome to The Sequence Quiz. Are you ready to test your knowledge after reading TheSequence Edge#16? Be sure to be subscribed to TheSequence.ai if you haven't already: for the active participants we have a few surprises coming soon!

And now to the questions ➡️

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What is the main idea behind probabilistic programming? *

3 points

Model complex statistical functions

Combine statistical inference with the syntactic and semantic rules of programming languages in order to express complete programs with statistics as a first-class building block

Integrate statistical frameworks into general purpose programming languages

What is the main contribution of MIT’s Gen to the field of probabilistic programming languages? *

3 points

It provides a richer library of inference algorithms compared to most probabilistic programming languages

Integration of probabilistic models with deep learning frameworks like TensorFlow or PyTorch

Flexibility of combining sophisticated inference and richer modeling capabilities in the same probabilistic programming language

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