pca   1184

« earlier    

Relationship between SVD and PCA. How to use SVD to perform PCA?
How to compute PCA via SVD.
Why to compute PCA via SVD (answer: numerical stability).
Great explanation.
pca  svd  engenvectors 
13 days ago by drmeme
Practical Guide to Cluster Analysis in R (book)
Although there are several good books on unsupervised machine learning/clustering and related topics, we felt that many of them are either too high-level, theoretical or too advanced. Our goal was to write a practical guide to cluster analysis, elegant visualization and interpretation.

The main parts of the book include:

distance measures,
partitioning clustering,
hierarchical clustering,
cluster validation methods, as well as,
advanced clustering methods such as fuzzy clustering, density-based clustering and model-based clustering.
books  statistics  pca  r 
16 days ago by lena
PCA : Interpretation Examples — Stats366 / Stats 166 Course Notes
Short tutorial, nice examples with dudi.pca. Turtles and olympic data
pca  statistics 
16 days ago by lena
PCA - Principal Component Analysis Essentials - Articles - STHDA
detailed pca plot examples with factominer/factoextra
pca  r  statistics 
19 days ago by lena
Bioconductor - pcaMethods
PDF R Script Data with outliers
PDF R Script Introduction
PDF R Script Missing value imputation
PDF Reference Manual
pca  r  statistics 
5 weeks ago by lena

« earlier    

related tags

3d  algorithm  anomaly-detection  ar  audio  batchnorm  bigdata  bioinformatics  biology  blind  bookmarks_bar  books  classification  clustering  cooking  correlation  cosmashalizi  cross-validation  d3.js  data-science  data  datamining  datascience  deep-learning  dimensionality-reduction  dimensionnality  dimensionreduction  dimensions  dimensioreduction  dna  edupyml  embedding  engenvectors  explain  explainer  factoranalysis  factory_analysis  fast  fisher  funny  genetics  genomics  hebbian  hn  ica  intelligence  interactive-explanations  interactive  intro  iq  jupyter  k-means  kernel  lda  linear-algebra  linear-discriminant-analysis  linearalgebra  lineardiscriminantanalysis  machine-learning  machine_learning  machinelearning  math  mathematics  matrix  mds  mfcc  ml  nl  normalisation  nutrition  oja  opc  opensource  ornitho  papers  phylogeny  principal-components  principalcomponentanalysis  programming  python  questions  r  random.forest  reduction  regression  rstats  rstudioconf  rule  scrollytelling  separation  shiny  similiarity  sketches  software  source  statistics  style  svd  svm  t-sne  teaching  toolbox  tools  truncated-svd  tsne  tutorial  usda  vector  vis  visualisation  visualization  vs  wavenet  xkcd 

Copy this bookmark: