corpus.blog
41554 blogs · 4,504,310 posts Claim your blog
Record · corpus.blog/posts/01a087ba-1381-720f-ab1e-ea1541efed59

ML From Scratch VI: Principal Component Analysis

oranlooney.com · published 16 September 2019

A record is what was published and who pointed at it. The text of the post is not held here: read it at the source, or at its Wayback capture.

Read the post at oranlooney.com Wayback capture
0blogs citing
First cited
—
Most recent
—
Rank this month
not ranked
Links from this post
38
Words captured
5,878

Cited by

No blog we hold has cited this post yet.

Links from this post

Link
Host
https://www.oranlooney.com/tags/statistics/
oranlooney.com
https://www.oranlooney.com/tags/from-scratch/
oranlooney.com
https://www.oranlooney.com/tags/machine-learning/
oranlooney.com
ML From Scratch V: Gaussian Mixture Models Read at the source ↗
oranlooney.com
https://en.wikipedia.org/wiki/Principal_component_analysis
en.wikipedia.org
https://en.wikipedia.org/wiki/Nonlinear_dimensionality_reduction
en.wikipedia.org
https://en.wikipedia.org/wiki/Self-organizing_map
en.wikipedia.org
https://en.wikipedia.org/wiki/Autoencoder
en.wikipedia.org
https://en.wikipedia.org/wiki/T-distributed_stochastic_neighbor_embedding
en.wikipedia.org
https://en.wikipedia.org/wiki/Factor_analysis
en.wikipedia.org
https://en.wikipedia.org/wiki/Non-negative_matrix_factorization
en.wikipedia.org
https://en.wikipedia.org/wiki/Multicollinearity
en.wikipedia.org
https://users.ics.aalto.fi/harri/dityo/node6.html
users.ics.aalto.fi
https://en.wikipedia.org/wiki/Matrix_norm
en.wikipedia.org
https://stats.stackexchange.com/questions/130721/what-norm-of-the-reconstruction-error-is-minimized-by-the-low-rank-approximation
stats.stackexchange.com
https://en.wikipedia.org/wiki/Model_of_computation
en.wikipedia.org
https://en.wikipedia.org/wiki/Karush%E2%80%93Kuhn%E2%80%93Tucker_conditions
en.wikipedia.org
https://en.wikipedia.org/wiki/Lagrange_multiplier
en.wikipedia.org
https://en.wikipedia.org/wiki/Joseph-Louis_Lagrange
en.wikipedia.org
https://en.wikipedia.org/wiki/Generalized_coordinates
en.wikipedia.org
https://gamedev.stackexchange.com/questions/117284/when-are-lagrangian-mechanics-useful-in-a-game
gamedev.stackexchange.com
https://stats.stackexchange.com/questions/143905/loadings-vs-eigenvectors-in-pca-when-to-use-one-or-another
stats.stackexchange.com
https://people.csail.mit.edu/dsontag/courses/ml12/slides/lecture25.pdf
people.csail.mit.edu
https://www.projectrhea.org/rhea/index.php/PCA_Theory_Examples
projectrhea.org
https://en.wikipedia.org/wiki/Singular_value_decomposition
en.wikipedia.org
https://people.duke.edu/~hpgavin/SystemID/References/Golub+Reinsch-NM-1970.pdf
people.duke.edu
https://en.wikipedia.org/wiki/Householder_transformation
en.wikipedia.org
https://en.wikipedia.org/wiki/QR_decomposition
en.wikipedia.org
https://en.wikipedia.org/wiki/Tridiagonal_matrix
en.wikipedia.org
https://arxiv.org/abs/0909.4061
arxiv.org
https://en.wikipedia.org/wiki/QR_algorithm
en.wikipedia.org
ML From Scratch I: Linear Regression Read at the source ↗
oranlooney.com
https://scikit-learn.org/stable/modules/generated/sklearn.datasets.load_wine.html
scikit-learn.org
https://en.wikipedia.org/wiki/Scree_plot
en.wikipedia.org
https://stats.stackexchange.com/questions/253535/the-advantages-and-disadvantages-of-using-kaiser-rule-to-select-the-number-of-pr
stats.stackexchange.com
https://www.quantpsy.org/pubs/preacher_maccallum_2003.pdf
quantpsy.org
https://vismod.media.mit.edu/tech-reports/TR-514.pdf
vismod.media.mit.edu
https://en.wikipedia.org/wiki/K-means_clustering
en.wikipedia.org