https://github.com/filapro/soil_line

https://github.com/filapro/soil_line

Last synced: 18 days ago
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• Host: GitHub
• URL: https://github.com/filapro/soil_line
• Owner: filaPro
• Created: 2015-09-18T10:26:36.000Z (over 10 years ago)
• Default Branch: master
• Last Pushed: 2023-02-09T21:52:41.000Z (over 3 years ago)
• Last Synced: 2025-03-03T21:53:28.682Z (over 1 year ago)
• Language: Jupyter Notebook
• Size: 7.21 MB
• Stars: 0
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
This repo hosts my soil science projects, connected with data science:

 * Root and [diploma](diploma) - code and text of master thesis; 

   soil type classification with `scikit-learn` and `xgboost`.

 * [projects/fields](projects/fields) - calculation of intra-field heterogeneity

 * [projects/unusable](projects/unusable) - classification of unusable for agriculture analysis images 

   with `pytorch-lightning` and `catboost`.

 * [projects/bare](projects/bare) - bare soil segmentation with `pytorch-lightning`