braai
braai [Bogus/Real Adversarial AI]: Real-bogus astrophysical event classification for the Zwicky Transient Facility (ZTF) using deep learning
Likely Available
Evidence-backed skills
Repositories
DeepStreaks
Identifying Near-Earth Asteroids (NEAs) in the Zwicky Transient Facility (ZTF) data with deep learning
kowalski-archived
Time Domain Astronomy for Zwicky Transient Facility: Databases, APIs, Portal
tails
Tails: chasing comets with ZTF and deep learning
zwickyverse
Simple data labeling for machine learning
penquins
A python client for Kowalski
kowalski
Kowalski: a multi-survey data archive and alert broker for time-domain astronomy
pypride
PYthon tools for PRIDE (Planetary Radio Interferometry and Doppler Experiments)
anomalib
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
marin
Open-source framework for the research and development of foundation models.
energizer
An active learning library for Pytorch based on Lightning-Fabric.
carbs
Cost aware hyperparameter tuning algorithm