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Adds long awaited linalg tutorial #111

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Description

Adds an overview linear algebra tutorial, adapted from Psi4Education, which introduces vectors, matrices, & tensors and their operations, as well as comparing contraction engines.

What are your new additions? Please provide a brief list.

  • New Features
    • Overview of vectors, matrices, & tensors and their Python representations
    • Introduces both manual & NumPy contraction engines, including a by-hand matrix mult exercise

Any questions for the community?

  • Any additional topics to be covered in this lab, or in additional linear algebra labs? (I already have an idea for eigenproblems)

Status

  • Click when ready for review-and-merge

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