PabloVD

HaloGraphNet

Predict halo masses from simulations via graph neural networks

CosmoGraphNet

Graph Neural Networks to predict the cosmological parameters or the galaxy power spectrum from galaxy catalogs.

21cmForest_PBH

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

PointCloudGNNTutorial

Tutorial on how to implement Graph Neural Networks with Pytorch-Geometric to classify 3D point clouds

SupernovaMCMC

MCMC with Supernovae data to perform cosmological parameter inference.

Fisher21WDM

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

CNNDiagram

Processing script to generate neural network diagrams.

HAYASHI

Python library for 21 cm forest computations.

NeuralCellularAutomata

Implementation of cellular automata as simple Convolutional Neural Networks.

21cmSolver

Python codes to compute the cosmological global 21 cm signal

CMD

CollabGraphINSPIRE

Get publication data from INSPIRE-HEP to create a graph of collaborations using Networkx.

Copyd

Simple simulator of a pandemy based on the SEIR model

ElementaryCellularAutomata

Elementary one-dimensional cellular automata

FisheyeCubemap

Generate fisheye camera images from cubemap renders

FractalUniverses

Simple scripts to generate pictures of hierarchical fractal and multifractal universes.

GWClassifier

Classify gravitational waves events detected by LIGO using machine learning models with sklearn.

HipparcosML

Stellar classification with the Hipparcos catalog

HumanoidRL

Train reinforcement learning algorithms with Humanoid from Mujoco using StableBaselines3

PabloVD.github.io

SCM_Unet

Deep learning model to replace terramechanics computations in Chrono simulator.

XarxaMusical

Create a graph of memberships and collaborations from a musical movement using Networkx

chrono

High-performance C++ library for multiphysics and multibody dynamics simulations

CosmoDiffusion

Denoising Diffusion Probabilistic Model (DDPM) in Pytorch to generate CAMELS astrophysical maps.

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

HeightMapGenerator

Python script to generate a height map from a given power spectrum

MLTrafficCARLA

nuHawkHunter

Repository with forecast of PBH neutrinos

SemanticSegmentationCARLA

Learn semantic segmentation of driving images generated with the CARLA simulator

TrafficTrainer

Predict trajectories of vehicles in the Waymo Open Dataset Motion based on rasterized inputs.