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DeepIceDrain

About

  • Geosmart Website
  • Project Pythia Foundations
  • About Use Case Library

Chapter One

  • Motivation (Science or Utility)

Chapter Two

  • Machine Learning Methods and Tools

Chapter Three

  • Data Preparation

Chapter Four

  • Model Development and Parameter Tuning

Chapter Five

  • Model Training

Chapter Six

  • Performance Evaluation

Chapter Seven

  • Workflow Management / Cloud Computing

Chapter Eight

  • Reproducibility

Chapter Nine

  • Discussion / Conclusion

Chapter Ten (optional)

  • Try something on your own

Chapter Eleven (optional)

  • Open questions

Chapter Twelve (optional)

  • Trouble Shooting

Chapter Thirteen

  • Sample Jupyter Notebook

Reference

  • Glossaries
  • Bibliography
Powered by Jupyter Book
  • repository
  • open issue

Index

B | C | D | G | J | M | P | S

B

  • basal slip
  • Binder
  • BinderHub

C

  • Conda

D

  • Docker

G

  • Git
  • GitHub

J

  • Jupyter Book
  • Jupyter Notebook
  • JupyterHub
  • JupyterLab

M

  • MyST

P

  • Project Jupyter

S

  • subglacial water/lakes

By Wei Ji Leong, Jessica Scheick, Wilson Sauthoff

Creative Commons License
This content is licensed under a Creative Commons Attribution 4.0 International License.