Metadata-Version: 2.1
Name: geostatsmodels
Version: 0.3.3
Summary: Kriging and geostatistics tools.
Home-page: https://github.com/cjohnson318/geostatsmodels
Author: Connor Johnson
Author-email: connor.labaume.johnson@gmail.com
License: UNKNOWN
Description: geostatsmodels
        ==============
        
        This is an implementation of ideas from Clayton V. Deutsch and Michael Pyrcz's book _Geostatistical Reservoir Modeling_ in order to better understand geostatistics. I am working through things first in Python in order to prototype things quickly and make sure I understand them.
        
        There is also an R package for geostatistics named gstat, but I have not used it much.
        
        This software is licensed under the [MIT License](http://opensource.org/licenses/MIT).
        
        Installation and Dependencies
        -----------------------------
        
        This package depends on:
         * `numpy`, the fundamental package for scientific computing with Python. 
         * `matplotlib`, a Python 2D plotting library which produces publication quality figures. 
         * scipy, a Python library which provides many user-friendly and efficient numerical routines such as routines for numerical integration and optimization. 
         * `pandas`, a Python library which implements excellent tools for data analysis and modeling. 
        
        The best/easiest way to install these packages is to use one of the Python distributions described [here](http://www.scipy.org/install.html). Anaconda has been successfully tested with geostatsmodels.
        
        Most of those distributions should include `pip` or `conda`, which are command line tools for installing and 
        managing Python packages.  You can use `pip` to install geostatsmodels itself.  
         
        You may need to open a new terminal window to ensure that the newly installed versions of python and pip
        are in your path.
        
        To install geostatsmodels:
        
            pip install git+git://github.com/cjohnson318/geostatsmodels.git
        
        Uninstalling and Updating
        -------------------------
        
        To uninstall:
        
            pip uninstall geostatsmodels
        
        To update:
        
            pip install -U git+git://github.com/cjohnson318/geostatsmodels.git
        
        Usage
        ------
        Some notebooks exploring the functionality of `geostatsmodels` are included below.  
        
        [Variogram Analysis](http://nbviewer.ipython.org/github/cjohnson318/geostatsmodels/blob/master/notebooks/VariogramAnalysis.ipynb)
        
        [Kriging Example](http://nbviewer.ipython.org/github/cjohnson318/geostatsmodels/blob/master/notebooks/KrigingExample.ipynb)
        
        More to come!
        
        
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Description-Content-Type: text/markdown
