Data Science Portfolio
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Updated
Sep 17, 2023 - HTML
Data Science Portfolio
Example using the multivariate data analysis (MVA) prediction API
Projeto de análise uni e multivariada de dados químicos (Quimiometria) desenvolvido utilizando linguagem Pyhton.
Combined with multivariate calibration methods, near- infrared (NIR) spectroscopy is a non-destructive, rapid, precise and inexpensive analytical method to predict chemical contents of organic products.
Feature selection method for spectroscopy dataset
This is the place where I profile my work and share it with like-minded people.
Non-linear fitting tool for supramolecular titration experiments and kinetics.
Maybe a library for a more easy way to do chemometrics in Python.
A mirror and a fork of PyChem
Variable Penalty Dynamic Time Warping
ANOVA-Simultaneous Component Analysis
Estadística aplicada en Química Analítica
My MSc thesis focused on the improvement of metabolite biomarkers annotation. The resulting workflow combined common unsupervised-supervised ML models with graph-based analysis of metabolic reconstructions.
Process Analytics Course 2023 delivered by Dr. Sal Garcia @ The Sargent Center
Repository of datasets (chemometrics and others) in various formats (JLD2, etc.)
Optimized R-Scripts of Thesis_stat, with more focus on automatisation
R Package accomodating research for DMAS-qPCR study
Opus2csv is a command-line tool that allows users to convert Opus Binary Files to either CSV or Array format. When the spectra exhibit dissimilar wavenumber or wavelength datapoints, the process results in the creation of multiple CSV files. Each of these files encompasses spectra with comparable wavenumber or wavelength datapoints.
Add a description, image, and links to the chemometrics topic page so that developers can more easily learn about it.
To associate your repository with the chemometrics topic, visit your repo's landing page and select "manage topics."