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31. The 10 Algorithms Machine Learning Engineers Need to Know

    2016-11-07 Tags: machine learning, svm, logistic regression, decision trees, naive bayesian classification, clustering, pca, ica by klotz
32. word2vec-pride-vis/tsne.py at master · arnicas/word2vec-pride-vis

    I used a Python t-SNE library to reduce the 200 feature dimensions for each word to 2 dimensions and plotted them in matplotlib. I saved out the x/y coordinates for each word in the book, so that I can show those words on the graph as you mouse over the replaced (blue) words.

    2016-05-19 Tags: t-sne, similarity, dimensionality reduction, pca, python, word2vec, matplotlib by klotz
33. Eigenstyle

    2015-08-18 Tags: pca, ecommerce, image processing, fashion, hacks by klotz
34. Principal Component Analysis

    2014-12-01 Tags: pca, r by klotz
35. PCA, EigenFace and All That

    PC’s are a series of linear least squares fits to a sample, each orthogonal to all previous

    2013-08-23 Tags: machine learning, pca by klotz

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