Pablo Villanueva-Domingo (@PabloVD)
github

PabloVD

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Top repositories

1

HaloGraphNet

Predict halo masses from simulations via graph neural networks
Python
27
star
2

ImageGAN

GAN for image generation
Python
20
star
3

CosmoGraphNet

Graph Neural Networks to predict the cosmological parameters or the galaxy power spectrum from galaxy catalogs.
Python
14
star
4

21cmForest_PBH

Python codes for computing the number of absorption features of the 21 cm forest in Primordial Black Holes scenarios.
Python
4
star
5

SupernovaMCMC

MCMC with Supernovae data to perform cosmological parameter inference.
Jupyter Notebook
4
star
6

PointCloudGNNTutorial

Tutorial on how to implement Graph Neural Networks with Pytorch-Geometric to classify 3D point clouds
Jupyter Notebook
4
star
7

21cmDeepLearning

Python codes to extract the matter density field from a 21 cm map.
Python
3
star
8

Fisher21WDM

Codes to compute the Fisher matrix from the 21 cm power spectra in warm dark matter cosmologies
Python
3
star
9

MapGenerator

Generate maps of random islands from a gaussian field.
Python
2
star
10

HAYASHI

Python library for 21 cm forest computations.
Jupyter Notebook
2
star
11

CNNDiagram

Processing script to generate neural network diagrams.
Python
2
star
12

NeuralCellularAutomata

Implementation of cellular automata as simple Convolutional Neural Networks.
Jupyter Notebook
2
star
13

HumanoidRL

Train reinforcement learning algorithms with Humanoid from Mujoco using StableBaselines3
Python
1
star
14

FisheyeCubemap

Generate fisheye camera images from cubemap renders
Jupyter Notebook
1
star
15

MetroidPy

Simple videogame based on the classic Metroid programmed in Python and Pygame.
Python
1
star
16

WaveEq

Script for solving the wave equation numerically
Mathematica
1
star
17

HipparcosML

Stellar classification with the Hipparcos catalog
Jupyter Notebook
1
star
18

PoemGenerator

Train a recurrent neural network with the corpus of a given author to generate poems imitating his/her style.
Python
1
star
19

21cmSolver

Python codes to compute the cosmological global 21 cm signal
Python
1
star
20

CollabGraphINSPIRE

Get publication data from INSPIRE-HEP to create a graph of collaborations using Networkx.
Jupyter Notebook
1
star
21

FractalUniverses

Simple scripts to generate pictures of hierarchical fractal and multifractal universes.
Python
1
star
22

ElementaryCellularAutomata

Elementary one-dimensional cellular automata
Python
1
star
23

hello-world

HTML
1
star
24

Copyd

Simple simulator of a pandemy based on the SEIR model
Python
1
star
25

GWClassifier

Classify gravitational waves events detected by LIGO using machine learning models with sklearn.
Jupyter Notebook
1
star
26

GameOfLife

Implementation of Conway's Game of Life using python and pygame.
Python
1
star
27

21cmBounds

Python script for plotting the current upper limits on the power spectrum of the cosmological 21 cm line.
C
1
star
28

GraphNNCenterOfMass

Computing the center of mass of a particle system using Graph Neural Networks
Jupyter Notebook
1
star
29

PabloVD.github.io

HTML
1
star
30

SCM_Unet

Deep learning model to replace terramechanics computations in Chrono simulator.
Jupyter Notebook
1
star
31

BAOlets

Code to identify Baryonic Acoustic Oscillations in galaxy surveys via wavelets
Fortran
1
star