NASA SBIR Phase I & II - Open Source Parallel Image Analysis and Machine Learning Pipeline

This website documents the archived prototype ELM software developed in NASA SBIR Phase I and II from 2016 to January 2018. Current versions of this code are available at EarthML.pyviz.org; the code documented here is primarily of historical interest.

Getting Started

• Why Elm?
• Use Cases
• Installation
• Quick Start
• Tutorials
• Examples

User Guide

• ElmStore
• Pipeline
• Customizable Pipeline Steps
• Multi-Model Fitting I: Ensemble Fitting
• Multi-Model Fitting II: Evolutionary Algorithms
• Multi-Model Prediction
• elm yaml Specs - Deprecated Temporarily
• elm-main Entry Point Deprecated Temporarily

Help & Reference

• API
• Environment Variables
• py.test Unit Tests
• Contributing to elm
• Release Procedure