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| | In this post, we will see special kinds of matrix and vectors the diagonal and symmetric matrices, the unit vector and the concept of orthogonality.
| | dennybritz.com
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| | All the code is also available as an Jupyter notebook on Github.
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| | In this article, we will explore how Shapley values work - not using cryptic formulae, but by way of code and simplified explanations.
| | tothepoles.co.uk
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| There is a Jupyter Notebook accompanying this post HERE. NumPy is a Python package built around the concept of ndarrays (n-dimensional arrays) along with a suite of efficient functions for applying operations over those arrays. Many of the other important packages for data scientists are built on top of NumPy (e.g. Pandas, scikit-learn). In the...