igomezv

nnogada

Neural Networks Optimized by Genetic Algorithms for Data Analysis

neural_nets_utilities

Mix of utilities about neural networks

crann

(Under construction) Neural models for cosmological observations

DataScienceIntermedio

Curso intermedio de Ciencia de Datos (30 hrs)

IntroMCMC

Introducción al método Monte Carlo y a los métodos Monte Carlo vía Cadenas de Markov (MCMC). Código complementario a un artículo de divulgación publicado en el Boletín de Estadística e Investigación Operativa (BEIO).

ComputoEvolutivo

Curso de 20 horas

cosmo_tools

Personal repository to save a mix of cosmological tools.

neuralike

Using machine learning to speed-up Bayesian inference.

RazonamientoProbabilistico

Curso de 10 horas

SimpleMC

Updated version of a simple MCMC code for cosmological parameter estimation where only expansion history matters.

ANN_Nbody

Follow up on the initial testing of Dark matter particle classification in a Nbody dataset

awesome-conformal-prediction

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

cardiovascular_patterns

cosmo_ML_regressions

diffusion

Denoising Diffusion Probabilistic Models

Enhancing-Deep-Learning-with-Bayesian-Inference

Enhancing Deep Learning with Bayesian Inference, published by Packt

Estad-stica

HerramientasComputacionales

HPC_II

II High Performance Computing Workshop Repository

igomezv

igomezv.github.io

Personal website

LSST_DE_neural_reconstruction

mcmcTools

A mix of scripts and notebooks about bayesian inference with nested sampling, metropolis-hastings and emcee. Also some plot tools.

normalizing-flows

PyTorch implementation of normalizing flow models

oscillator_neuralnet

Solución del oscilador armónico simple con una red neuronal

PhySO

Physical Symbolic Optimization

Reconstructing-RC-with-ANN

rv_net

simplemc_tests

Personal copy of the SimpleMC cosmological parameter estimation code from: https://github.com/ja-vazquez/SimpleMC . In this current repository I do some personal tests and experiments before contributing to the original source.

VAE_NBody

VAE tests of Nbody dark matter simulation projections