AbhishekSalian / Principal-Component-Analysis Public

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I have implemented this program from scratch to get better understanding of basics of PCA and mathematics behind this algorithm.

GPL-3.0 license

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Name		Name	Last commit message	Last commit date
Latest commit History 22 Commits
docs		docs
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
Understanding PCA(Scratch).ipynb		Understanding PCA(Scratch).ipynb
Understanding PCA(Scratch).py		Understanding PCA(Scratch).py
bird_small.mat		bird_small.mat
sample.mat		sample.mat

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Principal-Component-Analysis

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I have implemented this program from scratch to get better understanding of basics of PCA and mathematics behind this algorithm.

machine-learning jupyter-notebook python3 feature-extraction dimensionality-reduction matplotlib principal-component-analysis covariance-matrix eigen-vector-decomposition seaborn-plots

GPL-3.0 license

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