kdesoto-astro Goto Github PK

acronym_goes_here

For DSFP Session 19 hack session

alerce_client

🐍 ALeRCE Python Client

astro_ghost

Galaxies HOsting Supernovae and other Transients (GHOST): A database of supernovae and the photometric and spectroscopic properties of their host galaxies.

comp-astro-project

Final project for computational astrophysics

exgal-project

Final project for extragalactic astronomy

final-project-raenn

Final project for ASTRO 589 for Spring 2022. Builds on fits from SuperFit to interpolate missing datapoints, and feeds into a recursive auto-encoder neural network. Then compares RAENN encoded features to PCA features for random forest classification.

lighetr_alert_system

mars-seti

SETI FInal Project: testing technosignature detection by measuring uplinks/downlink signals from Mars missions.

mosfit

Modular Open Source Fitter for Transients

mpol

A flexible Python platform for Regularized Maximum Likelihood imaging

numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

parsnip

Deep generative modeling of astronomical transient light curves

psu-lighetr

rubin-periodogram-sims

For LSST-DA Data Science Fellowship Hack Project Spring 2024

session-19

This is a repository for Session-19 (Machine Learning) of the LSSTC Data Science Fellowship Program.

session-20

This is the repository for teaching material for Session 20: Time Series Methods held at the University of California, Berkeley in March 2024

session-21

This is the repository for Session-21 of the LSST-DA DSFP on software engineering, databases, and high performance computing

session_21_day_one

Day one exercises for DSFP Session 21

snapi

Centralized API for supernova analysis

superfit.jl

Photometric fitting of supernova lightcurves for later classification.

superphot

Photometric classification of supernovae

superraenn

A recurrent autoencoder neural network-based classifier for SN light curves.

supervraenn

survey-agnostic-sn-vae

Embed LCs from different surveys into a latent space such that they are close together. IAIFI hack project.