Metadata-Version: 2.1
Name: corepytools
Version: 0.0.1
Summary: CorePy: XRF clustering tools to interpret and visualize geological core data
Home-page: https://github.com/Totilarson/CorePy
Author: Toti Larson
Author-email: totlarson@gmail.com
License: LICENSE.txt
Description: # CorePy package
        
        CorePy is designed to perform machine learning on data collected from geological samples of core. 
        
        CorePy bundles a wide range of data analytical tools to interpret multivariate datasets common to geological core characterization
        
        The primary focus of CorePy is to classify high resolution X-ray fluoresence data into chemofacies using unsupervised and supervised clustering tools.
        
        CorePy establishes a folder structure multiple users to work on the same datasets, and also provides visualizations that are useful to validate clustering results.
        
        
        
        ## About the authors
        
        CorePy is being developed by Toti Larson at the University of Texas at Austin, Bureau of Economic Geology, Mudrocks Systems Research Laboratory (MSRL) research consortium.
        
        1. **Toti E. Larson, Ph.D.** - Research Associate at the University of Texas at Austin. PI MSRL research consortium
        
        2. **Esben Pedersen, M.S.** - Graduate student (graduated 2020) at the University of Texas at Austin. 
        
        3. **Priyanka Periwal, P.D.** - Research Science Associate at the University of Texas at Austin. 
        
        4. **Ana LetÃ­cia Batista** - Undergraduate at Jackson State University (graduated 2020). 2020 Jackson School of Geosciences GeoForce Student
        
        5. ** J. Evan Sivil** - Research Science Associate at the University of Texas at Austin. 
        
        ## Package Inventory
         
        CorePy.py
        
        
        ## Package Dependencies
        
        os
        seaborn
        pickle
        pandas
        glob
        numpy
        natplotlib.pyplot
        seaborn as sns
        sklearn.preprocessing import StandardScaler
        sklearn.decomposition import PCA
        sklearn.cluster import KMeans
        matplotlib.patheffects
        
        # Notes
        
        # Folder structure
        corepy-tools
        
            |-LICENSE.txt         **MIT**
        
            |-README.md           **edited in markdown**
        
            |-setup.py            **name=corepy-tools, package=src, python module=CorePy**
        
            |-src
        
                |-CorePy.py    **contains functions**
            
                |-__init__.py     ** empty**
        
        
        
Platform: UNKNOWN
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.7
Description-Content-Type: text/markdown
