The Hundred-Page Machine Learning Book

The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.

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Name		Name	Last commit message	Last commit date
Latest commit History 29 Commits
Animated_Illustrations		Animated_Illustrations
.DS_Store		.DS_Store
LICENSE		LICENSE
PCA_MNIST.py		PCA_MNIST.py
README.md		README.md
UMAP_MNIST.py		UMAP_MNIST.py
autoencoder_MNIST.py		autoencoder_MNIST.py
data.txt		data.txt
density_estimation.py		density_estimation.py
gaussian_mixture_model.py		gaussian_mixture_model.py
gradient_descent.py		gradient_descent.py
kernel_regression.py		kernel_regression.py
kernel_trick.py		kernel_trick.py
kmeans.py		kmeans.py
linear_regression_fit.py		linear_regression_fit.py
multivariate_gaussian.py		multivariate_gaussian.py
pdf.py		pdf.py
pmf.py		pmf.py
prediction_strength.py		prediction_strength.py
standard_logistic_function.py		standard_logistic_function.py
under_over_fitting.py		under_over_fitting.py
vector_test.py		vector_test.py

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