ATLAS Virtual Research Assistants

TL;DR

• Cheat Sheet

The Deets

• The VRA
  • Data Journey: From Telescope to Transient Name Server
  • The Challenge of Automation
  • Real and Galactic Scores
  • Ranking
  • Policies
  • Resources
• The Data
  • Some Caveats
  • Training and Validation sets
• The Features
  • Day 1 models
  • Day N features
  • Forced Vs Unforced Photometry
• Feature Importance
  • Real ScoreModel - day1 Features
  • Galactic Score Model - day1 Features
  • day N features
• The Models
  • Histogram based Gradient Boosted Decisions Trees
  • Area Under the Recall at rank K
• Monitoring
  • Weekly Reports
  • Monitoring Purgatory
  • TNS Cross-match to Garbage

For Devs

• History
• Manual

Indices and tables

• Index

• Module Index

• Search Page