Overview: The What and Why of Apollo¶

Apollo is an open source system for machine learning from numerical weather forecasts. Its purpose is to facilitate data collection, model training and evaluation, and the serving of predictions.

Use Cases
- Irradiance Forecasting
- Model Evaluation
System Architecture

Use Cases ¶

Irradiance Forecasting ¶

Todo

TODO

Model Evaluation ¶

Todo

TODO

System Architecture ¶

Diagram of Apollo's architecture

System Architecture of Apollo

Data Ingestion Subsystem ¶

Todo

TODO

Modeling Subsystem ¶

Todo

TODO

Storage Subsystem ¶

Todo

TODO

Service Subsystem ¶

Todo

TODO