PabloVD

21cmDeepLearning

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

21cmForest_PBH

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

CosmoGraphNet

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

Fisher21WDM

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

HaloGraphNet

Predict halo masses from simulations via graph neural networks

HAYASHI

Python library for 21 cm forest computations.

ImageGAN

GAN for image generation

PoemGenerator

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

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.

PabloVD/HaloGraphNet

Predict halo masses from simulations via graph neural networks

PabloVD/CosmoGraphNet

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

PabloVD/PointCloudGNNTutorial

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

PabloVD/SupernovaMCMC

MCMC with Supernovae data to perform cosmological parameter inference.

PabloVD/CNNDiagram

Processing script to generate neural network diagrams.

PabloVD/HAYASHI

Python library for 21 cm forest computations.

PabloVD/MapGenerator

Generate maps of random islands from a gaussian field.

PabloVD/NeuralCellularAutomata

Implementation of cellular automata as simple Convolutional Neural Networks.

PabloVD/21cmSolver

Python codes to compute the cosmological global 21 cm signal

PabloVD/ElementaryCellularAutomata

Elementary one-dimensional cellular automata

PabloVD/FisheyeCubemap

Generate fisheye camera images from cubemap renders

PabloVD/FractalUniverses

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

PabloVD/GWClassifier

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

PabloVD/HipparcosML

Stellar classification with the Hipparcos catalog

PabloVD/HumanoidRL

Train reinforcement learning algorithms with Humanoid from Mujoco using StableBaselines3

PabloVD/PabloVD.github.io

PabloVD/SCM_Unet

Deep learning model to replace terramechanics computations in Chrono simulator.

PabloVD/chrono

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

PabloVD/CosmoDiffusion

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

PabloVD/deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

PabloVD/GodotFPS

Simple FPS game made in Godot

PabloVD/HeightMapGenerator

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

PabloVD/InvertedAI_CARLA_demo

Demo to showcase the integration of the InvertedAI API for data-driven realistic traffic generation in the autonomous driving CARLA simulator.

PabloVD/MLTrafficCARLA

PabloVD/MusicGraph

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

PabloVD/nuHawkHunter

Repository with forecast of PBH neutrinos

PabloVD/SemanticSegmentationCARLA

Learn semantic segmentation of driving images generated with the CARLA simulator

PabloVD/StravaAnalysis

PabloVD/TrafficBotsV1.5

TrafficBots V1.5: TrafficBots + HPTR. 3rd place solution for Waymo Open Sim Agent Challenge 2024.

PabloVD/TrafficTrainer

Traffic simulation CNN-based model trained in the Waymo Open Dataset Motion