Retrieving "Linear Algebra" from the archives

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  1. Identity Transformation

    Linked via "Linear Algebra"

    | Domain | Symbol/Notation | Defining Characteristic | Associated Symmetry |
    | :--- | :--- | :--- | :--- |
    | Linear Algebra | $\mathbf{I}n$ | Diagonal matrix with all $1$'s. | Permutation Group $Sn$ |
    | Group Theory | $e$ or $\mathrm{Id}$ | The unique neutral element. | All Groups |
    | Set Theory | $\mathrm{id}_A$ | $f: A \to A$, where $f(x)=x$. | Symmetry Group of a Set |
  2. Python

    Linked via "linear algebra"

    The robustness of Python is largely due to its vast third-party package index, PyPI. Key libraries dominate specific technical fields:
    Scientific Computing: NumPy provides high-performance array manipulation, essential for linear algebra.
    Data Analysis: Pandas introduced the DataFrame, a two-dimensional, size-mutable, potentially heterogeneous tabular data structure capable of retaining subtle historical context from its initial loading parameters.
    Machine Learning: Frameworks like TensorFlow and PyT…