Related Issues (20)
- run with a different top than Top McMurry
- Add images from slides to docs under a theory section
- add methodology of Ye et al., 2017 that uses wavelet transform as feature generated step HOT 4
- add example of mapping various attributes to ploy.py
- Add example notebook for each of the steps in the pipeline! HOT 2
- to ensure easier use with data that comes in different formats, move merge of all input data to first bits of work.
- Visualize probabilty of pick along well HOT 1
- Reorganize documentation - usuage & architecture are too blended together HOT 1
- UMAP for visualization & feature creation step
- Use H2O's automl library to try to improve on standard XGBoost approach. HOT 1
- explore use of clustergrammer-widget for visualization large numbers of features
- debug why some wells can't be loaded and are ignored
- create feature that identifies sharp jumps
- create geojson around different 'regions' based on thickness, turn into one hot vectors HOT 1
- Add tests
- something in steps 1-3 stores path to files instead of filenames, may have been accidental change during documentation? HOT 1
- Change fetch_demo_data.py to load from a zip file of all files instead of individual file! and then don't have to save unzipped dataset. HOT 1
- missing / in path to CSV for pics HOT 1
- Would be interesting in trying Predictatops on this new dataset from Wyoming! HOT 5
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