Sage

Getting Started

Installation
Quick Start
Collaboration
Frequently Asked Questions
Troubleshooting
Hardware & Compute Guide

User Guide

Overview
Configuration Reference
Downloading Data & Priming Sage
Noise Dataset Generation
Signal Dataset Generation
- IMRPhenomD on GPU
  - Parameters
  - Comparison with LALSuite
- IMRPhenomPv2 on GPU
Whitening Noisy Signals
Multirate Sampling
Optimal Network SNR Estimation
- Output shapes
- SNR-based injection rescaling
BBH Parameter Distributions on GPU
On-the-Fly Data Generation Pipeline
Data Transforms
Network Architectures
Custom Loss Functions
- BCEWithPEregLoss
- BCEWithPEsigmaLoss
Optimisers & Schedulers
Training
Validation
Production Run — Full Code

Learning Guide

Learning Guide
- What Will Be Here
Guide for Complete Beginners
- How to get started with zero programming experience
- What you will need (eventually)

Developer Guide

Developer Guide
- What Will Be Here

Reviewer Guide

Reviewer Guide
- What Will Be Here

Reference

Benchmarks — MLGWSC-1 Results
Citation & Acknowledgements
- Citing Sage
- Acknowledgements
Changelog
- Changelog
Glossary
Search & Index
sage
- Submodules
  - sage.architecture
    - Submodules
  - sage.benchmark
    - Submodules
  - sage.core
    - Submodules
  - sage.data
    - Submodules
  - sage.debug
    - Submodules
  - sage.dsp
    - Submodules
  - sage.exec
    - Submodules
  - sage.factory
    - Submodules
  - sage.plotting
    - Submodules
  - sage.presets
    - Submodules
  - sage.utils
    - Submodules

Sage

sage
sage.utils
sage.utils.condor
Edit on GitHub

sage.utils.condor

Attributes

`hostname_job`
`schedd`
`submit_result`

Module Contents

hostname_job[source]

schedd[source]

submit_result[source]

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