These are notebooks that support a blog post, describe how to accomplish some data science task, or apply a methodology.
Notebooks
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Dimension Reduction with UMAP and Plotly Scatterplot
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Holy NLP! Understanding Part of Speech Tags, Dependency Parsing, and Named Entity Recognition
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An Exploration in Earth & Word Movers Distance
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Spacy Rule Based Matcher Workflow
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The Impact of Model Output Transformations on ROC
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Colored ROC Curves
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Biclustering (with Paul Revere)
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Dimension Reduction with TSNE and Bokeh Scatterplot