generaviles
I am a Medical Doctor training in the use of Computational Topology, Machine Learning and AI to tackle medical and health challenges.
Universidad Autónoma de Baja CaliforniaEnsenada, Baja California, Mexico
Pinned Repositories
datamining.github.io
Data Mining Syllabus, MyDCI program, FIAD-UABC, Ensenada BC, México.
machinelearning
Repository for the exercises of a course I´m taking on Machine Learning. Instructor: Kirill Eremenko. Udemy
Algorithm-Problem-Solutions
My solutions to problems from ROSALIND, Project Euler, and courses I have taken. This includes my own implementations of various data structures.
algoritmosDatosFisiologicos
Bitácora de la Clase de Algoritmos para el Análisis de Datos Fisiológicos.
bayesFinal
Repositorio del Trabajo Final de la Clase de Estadística para el Análisis de Datos
bookdown
Authoring Books and Technical Documents with R Markdown
cetys
Corderitos
Manual para la clase de Corderitos en el Club de Aventureros. Iglesia Adventista del Séptimo Día, Ensenada 14.
covid19-Mex
Repository for data analysis of the COVID-19 Pandemic in Mexico
CubicalRipser2D
CubicalRipser_2dim from "https://github.com/CubicalRipser/CubicalRipser_2dim" with python bindings added
generaviles's Repositories
generaviles/EjerciciosDatosMedComp
Repositorio de ejercicios iniciales de analítica de datos Medicina Computacional.
generaviles/EvidenceBasedMed
Repositorio para sesiones de medicina basada en evidencia.
generaviles/Corderitos
Manual para la clase de Corderitos en el Club de Aventureros. Iglesia Adventista del Séptimo Día, Ensenada 14.
generaviles/covid19-Mex
Repository for data analysis of the COVID-19 Pandemic in Mexico
generaviles/Estadia-Valente
Avances del proyecto de estadia "Calibration of the Mapper algorithm of Topological Data Analysis"
generaviles/personal-website
Code for my personal website
generaviles/giotto-learn
A high performance topological machine learning toolbox in Python
generaviles/TDA-Biomedicine
generaviles/XNet
CNN implementation for medical X-Ray image segmentation
generaviles/Network_Science_Meets_Deep_Learning
Designing Deep neural network architectures using topologies from the world of Complex Networks/network Science
generaviles/python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
generaviles/diamorse
Digital image analysis using discrete Morse theory and persistent homology
generaviles/CubicalRipser2D
CubicalRipser_2dim from "https://github.com/CubicalRipser/CubicalRipser_2dim" with python bindings added
generaviles/Mask-RCNN-Vertebral-Segmentation
A Mask RCNN application.
generaviles/TDA
Topological Data Analysis Toolkit
generaviles/kaggle-kubeflow-tutorial
A simple tutorial that walks through running a kaggle experiment on kubeflow on ubuntu.
generaviles/styles
Official repository for Citation Style Language (CSL) citation styles.
generaviles/dataAnalysisMedicine
Collections of examples of data analytics tools for the clinical, biomedical, and health administration fields.
generaviles/rips-viewer
Shiny app for the visualization of Vietoris-Rips complex.
generaviles/PH-roadmap
generaviles/R-util-functions
global functios to performs data analysis
generaviles/Algorithm-Problem-Solutions
My solutions to problems from ROSALIND, Project Euler, and courses I have taken. This includes my own implementations of various data structures.
generaviles/RipserOnR
A parser for the output of the C++ library Ripser that calculates Vietoris–Rips persistence barcodes so it can be used easily with the TDA library in R.
generaviles/algoritmosDatosFisiologicos
Bitácora de la Clase de Algoritmos para el Análisis de Datos Fisiológicos.
generaviles/pts_loader
A simple python function to load point cloud data from .pts files
generaviles/estadistica-syllabus
Notas de la Clase de Estadística para el Análisis de Datos
generaviles/DICOM
Repositorio del proyecto colaborativo con Ricardo y Gener, utilizando PDI, reducción de dimensionalidad y diagnóstico automatizado.
generaviles/MMA
Datos de análisis y planeación del Ministerio Médico Adventista Baja California
generaviles/bayesFinal
Repositorio del Trabajo Final de la Clase de Estadística para el Análisis de Datos
generaviles/SOMs
Repository of SOMs generated for different projects