Pinned Repositories
superphot-plus
Superphot+, upgraded version of Superphot that uses nested sampling
superphot-plus-antares
Antares-specific environment testing
survey-agnostic-sn-vae
Embed LCs from different surveys into a latent space such that they are close together. IAIFI hack project.
rubin-periodogram-sims
For LSST-DA Data Science Fellowship Hack Project Spring 2024
snapi
Centralized API for supernova analysis
SuperFit.jl
Photometric fitting of supernova lightcurves for later classification.
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
kdesoto-astro's Repositories
kdesoto-astro/snapi
Centralized API for supernova analysis
kdesoto-astro/survey-agnostic-sn-vae
Embed LCs from different surveys into a latent space such that they are close together. IAIFI hack project.
kdesoto-astro/Session-21
This is the repository for Session-21 of the LSST-DA DSFP on software engineering, databases, and high performance computing
kdesoto-astro/session_21_day_one
Day one exercises for DSFP Session 21
kdesoto-astro/rubin-periodogram-sims
For LSST-DA Data Science Fellowship Hack Project Spring 2024
kdesoto-astro/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
kdesoto-astro/SuperRAENN
A recurrent autoencoder neural network-based classifier for SN light curves.
kdesoto-astro/MOSFiT
Modular Open Source Fitter for Transients
kdesoto-astro/alerce_client
🐍 ALeRCE Python Client
kdesoto-astro/astro_ghost
Galaxies HOsting Supernovae and other Transients (GHOST): A database of supernovae and the photometric and spectroscopic properties of their host galaxies.
kdesoto-astro/acronym_goes_here
For DSFP Session 19 hack session
kdesoto-astro/Session-19
This is a repository for Session-19 (Machine Learning) of the LSSTC Data Science Fellowship Program.
kdesoto-astro/SuperVRAENN
kdesoto-astro/parsnip
Deep generative modeling of astronomical transient light curves
kdesoto-astro/numpyro
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
kdesoto-astro/LIGHETR_Alert_System
kdesoto-astro/MPoL
A flexible Python platform for Regularized Maximum Likelihood imaging
kdesoto-astro/PSU-LIGHETR
kdesoto-astro/mars-seti
SETI FInal Project: testing technosignature detection by measuring uplinks/downlink signals from Mars missions.
kdesoto-astro/comp-astro-project
Final project for computational astrophysics
kdesoto-astro/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.
kdesoto-astro/exgal-project
Final project for extragalactic astronomy
kdesoto-astro/SuperFit.jl
Photometric fitting of supernova lightcurves for later classification.
kdesoto-astro/superphot
Photometric classification of supernovae