In this code-notebook post, a singular value decomposition of word vectors from a sample text corpus is performed using NumPy. The resultant co-occurrence matrix is plotted to visualize the results.
Example text corpus
Process text corpus
A few helper functions to process the text corpus.
Co-occurrence matrix and generate output plot
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