pca: A Python Package for Principal Component Analysis.
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Dec 17, 2024 - Jupyter Notebook
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biplot
Here are 26 public repositories matching this topic...
A fast and scalable phylogenetic tree viewer for microbiome data analysis
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Aug 4, 2024 - JavaScript
manage ordinations and render biplots in a tidyverse workflow
tidyverse data-visualization dimension-reduction ordination biplot multivariate-analysis multivariate-statistics tidymodels geometric-data-analysis grammar-of-graphics log-ratio-analysis
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Dec 25, 2024 - R
A ggplot2 based biplot for principal components-like methods
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Oct 12, 2024 - HTML
Creating Customer Segments - 4th project for Udacity's Machine Learning Nanodegree
machine-learning udacity clustering pca gaussian-mixture-models dimensionality-reduction outlier-detection unsupervised-learning udacity-nanodegree clustering-algorithm creating-customer-segments scatter-matrix feature-scaling feature-transformation biplot
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Feb 9, 2017 - HTML
This repository contains materials associated to the course "Multivariate Analysis" taught at the Faculty of Mathematics and Statistics (FME), UPC under the MESIO-UPC-UB Interuniversity Program under the instructors "Ferran Revertar", "Miguel Salicru" and "Jan Graffelman"
factor-analysis biplot multivariate-analysis multidimensional-scaling singular-value-decomposition correspondence-analysis canonical-correlation-analysis
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Jul 28, 2020 - HTML
Text Mining and Analysis with Biplots.
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Apr 18, 2021 - R
Worked with fellow peers at University of Pittsburgh under supervision of Dr. Junshu Bao, Department of Statistics, University of Pittsburgh, to do a Differential Gene Expression Analysis on a Dexamethasone treatment data set and incorporated Machine Learning into project.
machine-learning bioinformatics genomics dplyr ngs data-visualization data-wrangling omics biplot differential-gene-expression mdsr
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Mar 10, 2022 - R
Interactive data visualizations for Kaggle Brooklyn Home Sales data, built using D3.js
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Dec 21, 2018 - JavaScript
VTubers as influencers might sound naive back then, but nowadays their presence is all around us. So, what are they?
community youtube sentiment eda pca principal-component-analysis biplot influencers market-research vtuber vtubers
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Mar 6, 2023 - R
Package for conducting PCA incl. scree-plot and bi-plot
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Feb 12, 2024 - Shell
Machine Learning Engineer Nanodegree, Unsupervised Learning, Creating Customer Segments
udacity clustering data-visualization pca dimensionality-reduction segmentation unsupervised-learning gmm gaussian-mixture-model udacity-nanodegree principal-component-analysis clustering-algorithm feature-scaling feature-transformation biplot data-recovery udacity-machine-learning-nanodegree k-means-clustering customer-segments customer-segmentation
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Jan 6, 2019 - HTML
Biplots, Volcano plots, PCA plots, Heatmaps and more Computational Genomics data created and visualized during University of Pittsburgh course, Computational Biology (BIOSC1540), with Dr. Miler Lee
bash r ngs computational-biology data-visualization pca-analysis data-analysis university-course heatmaps biplot motif-discovery ucsc-browser computational-genomics volcano-plot
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Jan 25, 2019 - R
Apply unsupervised machine learning techniques on product spending data collected for customers of a wholesale distributor in Lisbon, Portugal to identify customer segments hidden in the data
machine-learning udacity clustering machine-learning-algorithms pca dimensionality-reduction outlier-detection k-means unsupervised-learning gmm udacity-nanodegree unsupervised-learning-algorithms clustering-algorithm creating-customer-segments feature-scaling feature-transformation biplot outlier-removal udacity-machine-learning-nanodegree
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Jul 26, 2018 - Jupyter Notebook
The main goal of this project is to use various Clustering Methods for Bank Customer Segmentation.
python finance clustering pca gaussian-mixture-models segmentation finances clustering-algorithm kmeans-clustering biplot bic aic dbscan-clustering affinity-propagation clustering-methods spectral-clustering agglomerative-clustering dendrogram silhouette-score bank-customer-analysis
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Nov 11, 2024 - Jupyter Notebook
Machine Learning Nano-degree Project : To identify customer segments hidden in product spending data collected for customers of a wholesale distributor
clustering data-visualization seaborn gaussian-mixture-models dimensionality-reduction outlier-detection data-preprocessing data-exploration principal-component-analysis feature-scaling feature-transformation biplot unsupervised-machine-learning iqr log-transformation
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Nov 2, 2019 - Jupyter Notebook
R package, creation of customizable biplots, both in two and three dimensions. Tested in Windows 7 and Mac OS X 10.9.5.
r data-visualization data-analysis r-package multivariate-data biplot multivariate-statistics biplots customizable-biplots
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Jun 6, 2020 - R
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