christiangoueguel Goto Github PK
Name: Christian L. Goueguel
Type: User
Bio: Physicist | Optical Spectroscopy | Chemometrics
Location: Scottsdale, AZ, United States
Name: Christian L. Goueguel
Type: User
Bio: Physicist | Optical Spectroscopy | Chemometrics
Location: Scottsdale, AZ, United States
Rowwise outliers detection is the most common action most spectroscopists/chemometricians take to deal with discordant reading. However, an alternative method such as MacroPCA enables to account for cellwise outliers in spectroscopic analysis.
:exclamation: This is a read-only mirror of the CRAN R package repository. chemometrics — Multivariate Statistical Analysis in Chemometrics. Homepage: http://www.statistik.tuwien.ac.at/public/filz/
The ConfidenceEllipse package provides functions for computing the coordinate points of confidence ellipses and ellipsoids for a given bivariate and trivariate dataset, at user-defined confidence level.
R package: Convert country names and country codes. Assigns region descriptors.
A Shiny app to visualize downloads from RStudio's CRAN mirror
Exploratory analysis of particle‐size fractions in agricultural soils
Robust and sparse methods for high diemnsional data including gaussian, binomial and multinomial families
Algorithmic framework for measuring feature importance, outlier detection, model applicability evaluation, and ensemble predictive modeling with (sparse) partial least squares regressions.
Create curved text paths in ggplot2
The HotellingEllipse package helps draw the Hotelling's T-squared ellipse on a PCA or PLS score scatterplot by computing the Hotelling's T-squared statistic and providing the ellipse's coordinates, semi-minor, and semi-major axes lengths.
Exploring Hotelling-T² based variable selection in PLS for modeling high dimensional spectroscopic data.
simple tools for data cleaning in R
Local Projections
:exclamation: This is a read-only mirror of the CRAN R package repository. mcen — Multivariate Cluster Elastic Net
:exclamation: This is a read-only mirror of the CRAN R package repository. mvoutlier — Multivariate Outlier Detection Based on Robust Methods. Homepage: http://cstat.tuwien.ac.at/filz/
Tidy data structures, summaries, and visualisations for missing data
OpVaR — Statistical Methods for Modelling Operational Risk
manage ordinations and render biplots in a tidyverse workflow
A R Shiny app to make and deploy principal component analysis
Variable selection methods for Partial Least Squares
:exclamation: This is a read-only mirror of the CRAN R package repository. robustbase — Basic Robust Statistics. Homepage: https://robustbase.R-forge.R-project.org/ Report bugs for this package: https://R-forge.R-project.org/tracker/?atid=302&group_id=59
Robust Sparse PCA using the ROSPCA algorithm of Hubert et al. (2016)
R package providing scalable robust estimators with high breakdown point
:exclamation: This is a read-only mirror of the CRAN R package repository. rrcovHD — Robust Multivariate Methods for High Dimensional Data
Slides presented at the annual meetings of the North American Society for Laser-Induced Breakdown Spectroscopy (NASLIBS) hosted by FACSS SciX Conference 2019 (Palm Springs, CA, USA).
The specProc package is a collection of preprocessing tools for spectroscopy data analysis.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.