Description
Git archive containing Python modules and resources used to generate machine-learning models used in the "Applications of Machine Learning Techniques to Geothermal Play Fairway Analysis in the Great Basin Region, Nevada" project. This software is licensed as free to use, modify, and distribute with attribution. Full license details are included within the archive. See "documentation.zip" for setup instructions and file trees annotated with module descriptions.
Resources
| Name | Format | Description | Link |
|---|---|---|---|
| Documentation.zip | ZIP | Annotated file trees, module descriptions, setup instructions, and license. | Open resource |
| Data.zip | ZIP | Project-specific input data formatted for use in Python modules ("Essentials"). For additional information, see "annotated_file_tree_Data.txt" within documentation. | Open resource |
| Essentials - Python modules.zip | ZIP | Python modules and Jupyter Notebooks. For additional information, see "annotated_file_tree_Essentials.txt" within documentation. | Open resource |
| Results.zip | ZIP | Project-specific output models. For additional information, see "annotated_file_tree_Results.txt" within documentation. | Open resource |
Tags
- algorithm
- ann
- artificial-neural-network
- bayesian-neural-network
- bnn
- charaterization
- code
- data
- documentation
- energy
- exploration
- geothermal
- geotiff
- git
- great-basin
- jupyter
- jupyter-notebook
- machine-learning
- model
- nevada
- nmfk
- non-negative-matrix-factorization
- pandas
- pca
- pfa
- principal-component-analysis
- python
- pytorch
- results
- script