Demos of neat algorithms or ideas I coded up myself.
Check out my GitHub for more.

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Naïve Bayes Classifier from Scratch

[GitHub] [Interactive Colab Notebook]

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MLP Neural Network, Backprop, Gradient Descent, from Scratch

[GitHub]

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k-means clustering from Scratch

[GitHub] [Interactive Colab Notebook]

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Gaussian Processes from Scratch

[GitHub] [Interactive Colab Notebook]

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SVM from Scratch

[GitHub] [Interactive Colab Notebook]

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PCA (SVD) for Image & Video Compression

[GitHub] [Interactive Colab Notebook]