profjsb

python-seminar

Python for Data Science (Seminar Course at UC Berkeley; AY 250)

deepCR

Deep Learning Based Cosmic Ray Removal for Astronomical Images

timedomain-taxonomy

Open, versioned taxonomy for astronomical time-series sources

doiit

Send ChatCPT chat to Figshare and get a DOI

PyAdder

Skeleton to highlight package structure

pydocker

Python + Docker + Flask

acai

Alert-Classifying AI for the Zwicky Transient Facility

baselayer

Fully customizable (scientific, compute-intensive) web application template

baselayer_template_app

An example application that uses baselayer

datahub

JupyterHubs for use by Berkeley enrolled students

deepnets_vs

donut-colormap

fritz

Facilitating the Review of Interesting Transients from ZTF-II

gpu_supersmoother

GPU-Accelerated Super Smoother Algorithm

kids-koding

kubos

An open source platform for satellites

minifyGaia

Code to shrink Gaia down to a single DB, for specific purposes (eg. astrometry)

mltsp

Machine Learning Time-Series Platform

my-content

nbi

Neural Bayesian Inference for Astronomy

nmma-standalone-api-service

ok-client

A Python client for the OK autograding system

PELS-VAE

Physics-Enhanced Latent Space Variational Autoencoder

profjsb

random-fourier-features-pytorch

Implementation of "Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains" by Tancik et al.

skyportal

Collaborative platform for time-domain astronomy

snl

Personal implementation of Sequential Neural Likelihood: Fast Likelihood-free Inference with Autoregressive Flows

tennis_slam_pointbypoint

Point-by-point data for Grand Slams, 2011-current

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

ucbastro-ai-policy

Development of an Academic Code of Conduct Policy for AI in Astronomy