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User Guides

  • Overview: The What and Why of Apollo
    • Use Cases
      • Irradiance Forecasting
      • Model Evaluation
    • System Architecture
      • Data Ingestion Subsystem
      • Modeling Subsystem
      • Storage Subsystem
      • Service Subsystem
  • Quickstart: Running Apollo with Docker
  • Installing Apollo Locally

Help & Reference

  • Python API Reference
    • Modeling Framework
    • NAM Forecast Data
    • Feature Extraction
    • Time Series Related
    • Metrics
    • Visualizations
    • Data Access
  • REST API Reference
  • Command Line Reference
    • apollo
      • Summary
      • Usage
      • Description
    • apollo ls
      • Summary
      • Usage
      • Description
      • Examples
    • apollo predict
      • Summary
    • apollo train
      • Summary
    • apollo score
      • Summary
    • apollo nam download
      • Summary

Thesis

  • Introduction
  • System Design
    • Use Cases
    • System Architecture
    • Deployment
      • Microservice architectures
      • Containers
      • REST / HTTP
      • uWSGI & Nginx
  • The NAM-UGA Dataset
    • NAM
    • WRF-NMM
    • NAM-UGA
  • Experiments
    • Description of Train and Test Data
    • Evaluation Metrics
    • Preprocess & Feature Selection
    • Empirical Learning Curve
    • Reference Time vs Forecast Time
  • Conclusions
Apollo
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  • Edit on GitHub


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