UncoverML Documentation

UncoverML is a Geoscience Australia project applying machine learning to geoscience datasets.

Homepage: https://github.com/GeoscienceAustralia/uncover-ml

Contents:

• Installation
  • Ubuntu 18.04
  • HPC
  • Windows 10
• Workflows
  • Learn and Predict
  • Shapefile Predictions
  • Model Validation
  • Diagnostics
  • Multiprocessing and Partitioning
  • Optimisation
  • Shiftmap
  • Target Search
  • Cropping
  • Clustering
  • Weighted Samples
  • Prediction Mask
  • Adding fields to output table
  • Resampling
  • Covariate Diagnostics
• Models
  • Regressors
  • Interpolators
  • Classifiers
• Developer Docs
  • Data Flows
  • “Gotchas”
• NICTA Project Report
  • Revrand - large-scale approximate Gaussian processes
  • Heterogeneous drill observations
  • References
• UncoverML API Reference
  • uncoverml package
• Contributing
  • Report Bugs
  • Submit Feedback
• Credits
  • Development Lead
  • Primary Contacts
  • Contributors
• History
  • Unreleased (2019-12 - ongoing)
  • 0.3.1 (2019-11-28)
  • 0.3.0 (2019-11-25)
  • 0.2.1 (2019-11-07)
  • 0.2.0 (2019-11-05)
  • 0.1.0 (2019-09-22)

Feedback

If you encounter any errors or problems with UncoverML, please let the developers know! Open an issue on the Github Issues page.