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

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MIT license
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fissehab/theMLbook

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LICENSE
LICENSE
 
 
PCA_MNIST.py
PCA_MNIST.py
 
 
README.md
README.md
 
 
UMAP_MNIST.py
UMAP_MNIST.py
 
 
autoencoder_MNIST.py
autoencoder_MNIST.py
 
 
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
< 8F88 a title="pdf.py" aria-label="pdf.py, (File)" class="Link--primary" href="/fissehab/theMLbook/blob/master/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.py
vector.py
 
 

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The Hundred-Page Machine Learning Book

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

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

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