Popular GitHub Repositories for Astrophysics

StarWhisper：LLM for Astronomy

Deep Learning for Astronomers with Keras

pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation

A Deep learning library for neutrino telescopes

Astrostatistics and Machine Learning class for the MSc degree in Astrophysics at the University of Milan-Bicocca (Italy)

Convolutional Interactive Artificial Neural Networks by/for Astrophysicists

Code for our paper on doing resource allocation with graph neural networks

Semantic alignment of astronomical data with natural language using multi-modal models. (Jax) Code associated with https://arxiv.org/abs/2403.08851 (COLM 2023).

An open-source JAX-based gravitational-wave population inference toolkit for parametric models

Differentiable microlensing powered by JAX

Artificial Neural Network for Image Classification

Implicit neural representations for strong lensing source reconstruction. Code repository associated with https://arxiv.org/abs/2206.14820.

A image classifier that classifies whether a galaxy is spiral, elliptical, or irregular. Built using Tensorflow v2 and Google's inception v3 model.

Gravitational Wave Analysis using Auto Differentiation with JAX

Automating the vetting and validation of planet candidates from photometry survey missions - Kepler and TESS - using deep learning methods

Find out if there are new planets using Deep Learning

Set of variational autoencoder models to be used in the analysis of Galactic foregrounds to CMB experiments.

ML Classifier using xgBoost and Flask, gives star type by adding new data to trained set

The Code Repo for the first ever scalable AI model for Gravitational Lens Inversion

My code for the Synthetic HR diagram project as a part of the VICO computational astrophysics research group