Name: Mariano_Javier_de_Leon_Dominguez_Romero
Type: User
Company: IATE (OAC-UNC-CONICET)
Bio: Trying to understand the dark sector using Astrostatistics. Data Science for Sustainable Development.
Twitter: marianojavierd1
Location: Cordoba, Argentina
Blog: https://www.researchgate.net/profile/Mariano_Dominguez
Mariano_Javier_de_Leon_Dominguez_Romero's Projects
Scalable inference for a generative model of astronomical images
Solution of neural ODEs
Cluster cosmology analysis using DESC tools and simulations
CoLoRe - Cosmological Lofty Realizations
Hypermodern Python Cookiecutter
Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202
Nexus Pipeline for analyzing the effects of baryonic matter on cosmological structures in IllustrisTNG simulations
Machine Learning - accelerated Bayesian inference
Software package for cosmostatistics
Open-source repository containing examples and documentation for the Cognizant XPRIZE Pandemic Response Challenge
Analisis Exploratorio y Curacion de Datos, Mayo 2018, Diplodatos@FaMAF
Cyclades
A code package for calculating modified cosmic ionization and thermal histories with dark matter and other exotic energy injections
Statistical method for measuring modified GW propagation and Hubble parameter with dark sirens and galaxy catalogues
Código de la charla "Contra las mil cabezas de la Hidra: ¿Cómo llevar registro de experimentos con ayuda de MLFlow y Hydra?" de la comunidad DATA-AR
The Leek group guide to data sharing
Decompose galaxies from cosmological simulations into disk, bulge, or IHL stars.
Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.
PyTorch library for solving imaging inverse problems using deep learning
An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
Repository for the project "DeepShadows: Separating LSBGs from artifacts using Deep Learning"
Deeplearning framework running on Spark
This repository is for DP0 delegates to contribute and share DP0.2-related materials (e.g., code, analysis tools, tutorials).