Software & Languages

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  1. WE MUST ADD STRUCTURE TO DEEP LEARNING BECAUSE...

    Machine Learning Street TalkLength: 1 hour 49 minutesMachine learning & deep learning

    In briefMachine Learning Street Talk interviews Paul Lessard about Categorical Deep Learning, which uses category theory and monads to make neural network architectures more interpretable and composable. They also discuss neural networks' limits in reasoning and unbounded computation.

  2. CppCon 2018: Nicolai Josuttis “The Nightmare of Initialization in C++”

    CppConLength: 60 minutesC, C++, Rust, Go & systems languages

    In briefNicolai Josuttis's CppCon 2018 talk walks through the many forms of initialization in C++, including uniform initialization, and how their rules and effects differ. He argues the situation is confusing enough that nobody can say what to teach beginners.