pmelchior / ml-for-the-sciencesView external linksLinks
Material for the "ML for the Sciences" meeting at Princeton University
☆55Nov 15, 2019Updated 6 years ago
Alternatives and similar repositories for ml-for-the-sciences
Users that are interested in ml-for-the-sciences are comparing it to the libraries listed below
Sorting:
- The galaxy survey codex☆17Jul 12, 2024Updated last year
- Interactive notebooks for graduate course in galaxies.☆16Jun 14, 2024Updated last year
- ☆11Feb 7, 2026Updated last week
- A TensorFlow reimplementation of GalSim☆10Mar 8, 2022Updated 3 years ago
- An experiment: emcee implemented in JAX☆28Jul 1, 2022Updated 3 years ago
- Repository for course offered by the Stack Club☆13Jan 13, 2023Updated 3 years ago
- Spectrum encoder and decoder☆47Jan 23, 2026Updated 3 weeks ago
- Souce code for our ARA&A review of Gaussian process regression for astronomical time-series☆35Jan 19, 2026Updated 3 weeks ago
- ☆13May 17, 2023Updated 2 years ago
- Gaussian process based implementation for galaxy star formation histories with custom kernels☆16Oct 10, 2025Updated 4 months ago
- Tutorials for the KITP Galevo23 program☆29Aug 17, 2023Updated 2 years ago
- Learning the LSST software Stack, by writing jupyter notebook tutorials.☆46Jan 13, 2023Updated 3 years ago
- Weak lensing fast simulations and analysis of blended objects.☆14Oct 27, 2025Updated 3 months ago
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Jul 24, 2025Updated 6 months ago
- Rubin Data Academy, a virtual workshop for working with Rubin data products☆34Jul 15, 2025Updated 6 months ago
- Probing the nature of dark matter by inferring the dark matter particle mass with machine learning and stellar streams.☆18Dec 8, 2022Updated 3 years ago
- All-in-one tool to generate, and correctly drizzle, HST, JWST, and Roman PSFs.☆13Jan 26, 2026Updated 2 weeks ago
- tutorials on shape measurement☆10Jan 5, 2022Updated 4 years ago
- Transformer based foundation model for astronomy☆44Jan 6, 2026Updated last month
- Apply the Nested Sampling Monte Carlo algorithm to fit exoplanet radial velocity data and estimate the posterior distribution of the mod…☆11May 8, 2025Updated 9 months ago
- Multi-object/band source modelling/galaxy fitting code☆11Nov 6, 2024Updated last year
- Autoencoders for galaxies☆11Jul 29, 2021Updated 4 years ago
- Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202☆13Jan 18, 2024Updated 2 years ago
- Differentiable Stellar Population Synthesis☆32Jan 19, 2026Updated 3 weeks ago
- Mapping astronomical survey data on the sky, handsomely☆50Sep 17, 2024Updated last year
- Curated list of astronomy/astrophysics code packages using JAX☆52Jan 30, 2026Updated 2 weeks ago
- Course notes and resources for Stanford University graduate course PHYS366: Statistical Methods in Astrophysics☆121Nov 16, 2024Updated last year
- Quantile Parametrization for probability distribution functions module☆12Jan 26, 2026Updated 2 weeks ago
- Code and papers for the Siena Galaxy Atlas (SGA-2020).☆10Updated this week
- A GAN for the generation of mock astronomical surveys☆22Apr 23, 2019Updated 6 years ago
- Astronomical source modeling in jax☆26Feb 1, 2026Updated last week
- Best Practices in Python Packaging☆13Oct 1, 2021Updated 4 years ago
- Library of models, datasets, and utilities to build generative models for astronomical images.☆27Jul 27, 2021Updated 4 years ago
- A website for making citing software used in your research quick and easy☆29Updated this week
- Bilinear interpolation on grids with jax☆16May 13, 2022Updated 3 years ago
- A Library For Generating Morphological Semantic Segmentation Maps of Astronomical Images☆61Aug 16, 2024Updated last year
- Proper Image utils for astronomy.☆27Nov 27, 2025Updated 2 months ago
- Bayesian fitting of Sersic profiles to galaxy images accelerated with jax☆37Aug 4, 2025Updated 6 months ago
- JAX + Units☆52Dec 15, 2025Updated last month