Zach.Golkhou (zgolkhou)

zgolkhou

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dirac-institute

Zach.Golkhou's repositories

CXtream

Improving customer understanding and product quality in real-time through data-driven insights.

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alert_stream

Mock alert stream distribution system using Kafka producers and consumers.

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alert_tools

collection of tooling for working with the ZTF alert stream

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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

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ast597b

Big Data in Astronomy: Introduction to Large Surveys (Winter 2015 UW course)

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cesium

Machine Learning Time-Series Platform

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cool_codes

a repository for various useful codes

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data-day-examples

Example notebooks for running the Spark and Machine Learning Examples

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filtering-blueprints

Place to keep notes/snapshots relevant to alert stream processing (filtering) framework prototyping.

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Investigating-Drop-in-User-Engagement

A short case study investigating a drop in user engagement featuring a faux dataset of Yammer's user database.

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ipython

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

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jupyter

Jupyter metapackage for installation, docs and chat

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nbdime

Tools for diffing and merging of Jupyter notebooks.

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ObservingStrategy

A community white paper about LSST observing strategy, with quantifications via the the Metric Analysis Framework.

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PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

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StatisticalMethods

Course notes and resources for Stanford University gradutate lecture course PHYS366: Special Topics in Astrophysics: Statistical Methods

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tflearn

Deep learning library featuring a higher-level API for TensorFlow.

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TimeFlow

Timeline visualization application

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WhitepaperNotebooks

MAF code for the Transients Chapter of the LSST Observing Strategy Whitepaper

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ztf_public_alerts

creating a tarball for the entire ZTF public alert stream each night

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