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Describes a completely typesafe tensor operation library in Scala that implements deep learning primitives to eliminate runtime tensor-dimension and type errors, using Scala type classes and implicits to make tensor shapes part of the type system. Claims programs become declarative and maintainable, interoperable with Java, and verifiable at compile time so correctness is proven before running. Notes influence from Spire and interest in referentially transparent IO.

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  1. 0:00Start
  2. 1:42What kind of best practices are you going to share?
  3. 2:11What kind of best practices are you hoping to learn?
  4. 2:35How did Scala change your life? How will functional programming improve the next 15 years for you and the rest of us?
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