Zach.Golkhou's repositories
alert_stream
Mock alert stream distribution system using Kafka producers and consumers.
alert_tools
collection of tooling for working with the ZTF alert stream
antares_lssttds
Jupyter notebooks implementing a mini version of ANTARES for the "Building the Infrastructure for Time-Domain Alert Science in the LSST Era" workshop
cool_codes
a repository for various useful codes
data-day-examples
Example notebooks for running the Spark and Machine Learning Examples
filtering-blueprints
Place to keep notes/snapshots relevant to alert stream processing (filtering) framework prototyping.
Investigating-Drop-in-User-Engagement
A short case study investigating a drop in user engagement featuring a faux dataset of Yammer's user database.
ObservingStrategy
A community white paper about LSST observing strategy, with quantifications via the the Metric Analysis Framework.
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
StatisticalMethods
Course notes and resources for Stanford University gradutate lecture course PHYS366: Special Topics in Astrophysics: Statistical Methods
tflearn
Deep learning library featuring a higher-level API for TensorFlow.
WhitepaperNotebooks
MAF code for the Transients Chapter of the LSST Observing Strategy Whitepaper
ztf_public_alerts
creating a tarball for the entire ZTF public alert stream each night