victormurcia
Data Scientist, PhD in Materials Science and Engineering (WSU, 2022). I'm interested in algorithm development, data science, and mathematical modeling.
US Department of Veterans AffairsJersey City, NJ
Pinned Repositories
ChemNER
A custom NER model for extracting and labeling chemical compounds from text
Clinical-Trial-Semantic-Structure-Visualizer
Demo for visualization of extracted medical concepts in clinical trial eligibility criteria.
DFT-Cluster-Visualizer
Visualizing Result DFT Clustering Algorithm
DFT-Clustering
This code allows one to take a DFT calculation of NEXAFS spectra and generate a set of peaks that make up a Building Block model using a tensor based formalism.
Making-Music-From-Images
Make music from pictures using Python
nist_webscraper
This is a simple web scraper that allows one to extract thermodynamic information from the NIST Chemistry WebBook.
PyUMLS_Similarity
This package computes a variety of similarity metrics between concepts present in the UMLS database. It also serves as a way to interface with the UMLS.
SquirrelML
Application to predict whether a squirrel in NYC's Central Park will approach you based on a random forest model
StoBe_Input_Generator
This function is used to create and organize all of the input files necessary to carry out Density Functional Theory (DFT) calculations via the software platform StoBe with the goal of simulating Near Edge X-ray Absorption Fine Structure (NEXAFS) spectra.
TDSpanoModeling
This algorithm fits time dependent UV-Vis absorbance data for blade-coated polymer films collected from a Ocean Optics QE Pro spectrometer to the Spano Model for H- aggregates. The workflow ultimately provides information regarding aggregation energetics and dynamics as a function of various processing conditions.
victormurcia's Repositories
victormurcia/PyUMLS_Similarity
This package computes a variety of similarity metrics between concepts present in the UMLS database. It also serves as a way to interface with the UMLS.
victormurcia/DFT-Clustering
This code allows one to take a DFT calculation of NEXAFS spectra and generate a set of peaks that make up a Building Block model using a tensor based formalism.
victormurcia/nist_webscraper
This is a simple web scraper that allows one to extract thermodynamic information from the NIST Chemistry WebBook.
victormurcia/TDSpanoModeling
This algorithm fits time dependent UV-Vis absorbance data for blade-coated polymer films collected from a Ocean Optics QE Pro spectrometer to the Spano Model for H- aggregates. The workflow ultimately provides information regarding aggregation energetics and dynamics as a function of various processing conditions.
victormurcia/Blade-Coater-Alignment
Routine to determine the alignment angle in the blade-coater instrument I built as part of my doctorate work at Washington State University.
victormurcia/ChemNER
A custom NER model for extracting and labeling chemical compounds from text
victormurcia/DFT-Cluster-Visualizer
Visualizing Result DFT Clustering Algorithm
victormurcia/KMeans-Clustering-To-Get-Player-Jersey-Colors
KMeans Clustering To Get Player Jersey Colors
victormurcia/Live-vs-Studio-Classifier-From-YouTube-Comments
This routine classifies a video for a song as being from a live or studio performance using YouTube comments
victormurcia/pokemon-from-pokedex-descriptions
Python routines to generate Pokemon renderings based on Pokedex entries
victormurcia/StoBe-Data-Loader
This repository contains routines that will extract data from the StoBe output files associated with a transition potential calculation in preparation for the clustering algorithm.
victormurcia/victormurcia
Hello World!
victormurcia/Clinical-Trial-Semantic-Structure-Visualizer
Demo for visualization of extracted medical concepts in clinical trial eligibility criteria.
victormurcia/SquirrelML
Application to predict whether a squirrel in NYC's Central Park will approach you based on a random forest model
victormurcia/Clinical-Trial-Matcher
Baseline Code for 2024 AMIA Informatics Summit Manuscript concerning the Clnical Trial Matcher application
victormurcia/CTS_SDI_Demo
This repo shows how the Sorensen-Dice Index can be used to calculate match quality between a patient and a clinical trial
victormurcia/CTS_Test
For development of clinical trial selector
victormurcia/Graph-Maker-JS-Viz
Little JS application I made to construct interactive graphs
victormurcia/Hot-Wire-Anemometer-PWM-Fan-Controller
Control PWM of NOCTUA NF-A8 PWM fan via user input to achieve low fan speeds
victormurcia/Lindsey-Apartments-App
To help you with organizing your search :)
victormurcia/Lindsey-s-Bday-Gift
Happy Birthday baby <3
victormurcia/Mass-Spec-Viewer
Streamlit App for Visualization of Mass Spectra from Mass Bank Repository
victormurcia/NeuroKit
NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing
victormurcia/Normal-Building
Analyzes building images to assess if their contours follow a Gaussian distribution, indicating "normal" structural features.
victormurcia/ridge_map
Ridge plots of ridges
victormurcia/rtd-tutorial
victormurcia/Simple-OCR
This repository shows how to perform optical character recognition
victormurcia/SWB-GVCEH
Statisticians Without Borders sentiment analysis project for GVCEH
victormurcia/UMLS_Query_App
This is a streamlit app to aid in the linking of entities to medical concepts
victormurcia/VCHAMPS
Code for VCHAMPS competition