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HaloGraphNet
Predict halo masses from simulations via graph neural networksImageGAN
GAN for image generationCosmoGraphNet
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.SupernovaMCMC
MCMC with Supernovae data to perform cosmological parameter inference.PointCloudGNNTutorial
Tutorial on how to implement Graph Neural Networks with Pytorch-Geometric to classify 3D point clouds21cmDeepLearning
Python codes to extract the matter density field from a 21 cm map.Fisher21WDM
Codes to compute the Fisher matrix from the 21 cm power spectra in warm dark matter cosmologiesMapGenerator
Generate maps of random islands from a gaussian field.HAYASHI
Python library for 21 cm forest computations.CNNDiagram
Processing script to generate neural network diagrams.NeuralCellularAutomata
Implementation of cellular automata as simple Convolutional Neural Networks.HumanoidRL
Train reinforcement learning algorithms with Humanoid from Mujoco using StableBaselines3FisheyeCubemap
Generate fisheye camera images from cubemap rendersMetroidPy
Simple videogame based on the classic Metroid programmed in Python and Pygame.WaveEq
Script for solving the wave equation numericallyHipparcosML
Stellar classification with the Hipparcos catalogPoemGenerator
Train a recurrent neural network with the corpus of a given author to generate poems imitating his/her style.CollabGraphINSPIRE
Get publication data from INSPIRE-HEP to create a graph of collaborations using Networkx.FractalUniverses
Simple scripts to generate pictures of hierarchical fractal and multifractal universes.ElementaryCellularAutomata
Elementary one-dimensional cellular automatahello-world
Copyd
Simple simulator of a pandemy based on the SEIR modelGWClassifier
Classify gravitational waves events detected by LIGO using machine learning models with sklearn.GameOfLife
Implementation of Conway's Game of Life using python and pygame.21cmBounds
Python script for plotting the current upper limits on the power spectrum of the cosmological 21 cm line.GraphNNCenterOfMass
Computing the center of mass of a particle system using Graph Neural NetworksPabloVD.github.io
SCM_Unet
Deep learning model to replace terramechanics computations in Chrono simulator.BAOlets
Code to identify Baryonic Acoustic Oscillations in galaxy surveys via waveletsLove Open Source and this site? Check out how you can help us