Lists (1)
Stars
An unsupervised ML method to transform position/velocity coordinates into canonical action/angle (pytorch)
Particle spray algorithm by Chen et al. (2025).
Contains the pipelines to track and classify disrupted substructures at level 1 and level 2
a data-driven method for determining stellar parameters and abundances from stellar spectra
AudioSpectraCLI is a tool that provides real-time FFT visualization of audio spectra. It captures audio input from the microphone and displays the corresponding frequency spectrum directly, allowin…
A program designed to return 18 stellar labels from input Keck HIRES spectra
Script written in Python to integrate the equations of motion of N particles interacting with each other gravitationally. The script computes the equations of motion and use scipy.integrate to inte…
Python package for studying large scale structure, cosmology, and galaxy evolution using N-body simulations and halo models
TensorFlow port of PyTorch Image Models (timm) - image models with pretrained weights.
A simulation-based Inference (SBI) library designed to perform analysis on stellar streams in the Milky Way
A jax-accelerated modelling code for Milky Way stellar streams
Python package for finding fiducual lines on a CMD and for fitting isochrones to fiducual lines.
Implementation of the Lion optimizer in TensorFlow from https://arxiv.org/abs/2302.06675
This is a tutorial for modelling orbital dynamics using Jo Bovy's galpy package (Bovy 2015) https://docs.galpy.org/en/latest/index.html in python.
Fit the orbit of the star S2 (Python version)
Kinematic Analysis for a Large DAtaset of Stars using AGAMA
A Python 3 library for the analysis of data produced by AMIGA's Halo Finder (AHF).
action, angle and frequency estimation using various methods
Action-based galaxy modeling framework
Multilayer Feed-Forward Neural Network predictive model implementations with TensorFlow and scikit-learn