Name of the Workshop

This repository provides an introduction to the concepts of parallel programming using Python.

Note

This project is a template for creating documentation for NCI training workshops.

Note

It accepts rst, markdown and ipynb files. To configure the markdown format, see the conf.py file.

Contents

Setup and Prerequisites

• Prerequisite
• Learning Outcomes
• Modules
• Python Virtual Environment

Tutorial

• 1. Accounts
• 2. Access Scheme
• 3. Create User Account
• 4. Climate Weather AI/ML Model - Aardvark Weather
  • 4.1. Cluster Access
  • 4.2. Run the tested notebook
  • 4.3. Note on the tested notebook
  • 4.4. Aardvark Weather
• 5. Dataset Demo
  • 5.1. Data
  • 5.2. Satellite
    • 5.2.1. HIRS
    • 5.2.2. AMSU-A
    • 5.2.3. AMSU-B
    • 5.2.4. IASI
    • 5.2.5. ASCAT
  • 5.3. GRIDSAT
  • 5.4. SYNOPS
    • 5.4.1. HadISD
    • 5.4.2. ICOADS
    • 5.4.3. IGRA
• 6. Forecast demo
  • 6.1. Generate predictions
  • 6.2. Visualise model predictions
• 7. End to end optimised forecast demo
  • 7.1. Generate predictions
  • 7.2. Visualise model predictions
• 8. Train the Data Assimilation Block
• 9. Climate Weather AI/ML Model - Lucie
  • 9.1. Cluster Access
  • 9.2. Run the tested notebook
  • 9.3. Note on the tested notebook
  • 9.4. LUCIE
• 10. Data Inspection
  • 10.1. Normalization Scalars
  • 10.2. Variable Fields
• 11. Replicate Training
  • 11.1. Suggested Exercises
• 12. Modified Training
  • 12.1. Suggested Exercises
• 13. Inference
  • 13.1. Visualize Rollout Results
  • 13.2. Check the Spatial Pattern
  • 13.3. Check Climatology Bias
  • 13.4. Compare Global Mean over Time
  • 13.5. Suggested Exercises
• 14. Common ARE Errors
  • 14.1. Bad Requests
  • 14.2. Illegal Characters
  • 14.3. Hook Rejected
  • 14.4. Error Saving the File
  • 14.5. Not a Member of the Project
  • 14.6. Phusion Passenger Error
• 15. Tutorial
  • 15.1. Heading level 2 (Section)
  • 15.2. Heading level 2 (Section)
    • 15.2.1. Heading level 3 (Subsection)
      • 15.2.1.1. Heading level 4 (Sub-subsection)
    • 15.2.2. Add Imgaes
    • 15.2.3. Bullets
    • 15.2.4. Code Blocks
    • 15.2.5. Notes
    • 15.2.6. Explanations
    • 15.2.7. Importance
    • 15.2.8. Exercise
• 16. Reference
• 17. Contributers