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        "author": "Connor Johnson",
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        "description": "geostatsmodels\n==============\n\nThis 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.\n\nThere is also an R package for geostatistics named gstat, but I have not used it much.\n\nThis software is licensed under the [MIT License](http://opensource.org/licenses/MIT).\n\nInstallation and Dependencies\n-----------------------------\n\nThis package depends on:\n * `numpy`, the fundamental package for scientific computing with Python. \n * `matplotlib`, a Python 2D plotting library which produces publication quality figures. \n * scipy, a Python library which provides many user-friendly and efficient numerical routines such as routines for numerical integration and optimization. \n * `pandas`, a Python library which implements excellent tools for data analysis and modeling. \n\nThe 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.\n\nMost of those distributions should include `pip` or `conda`, which are command line tools for installing and \nmanaging Python packages.  You can use `pip` to install geostatsmodels itself.  \n\nYou may need to open a new terminal window to ensure that the newly installed versions of python and pip\nare in your path.\n\nTo install geostatsmodels:\n\n    pip install git+git://github.com/cjohnson318/geostatsmodels.git\n\nUninstalling and Updating\n-------------------------\n\nTo uninstall:\n\n    pip uninstall geostatsmodels\n\nTo update:\n\n    pip install -U git+git://github.com/cjohnson318/geostatsmodels.git\n\nUsage\n------\nSome notebooks exploring the functionality of `geostatsmodels` are included below.  \n\n[Variogram Analysis](http://nbviewer.ipython.org/github/cjohnson318/geostatsmodels/blob/master/notebooks/VariogramAnalysis.ipynb)\n\n[Kriging Example](http://nbviewer.ipython.org/github/cjohnson318/geostatsmodels/blob/master/notebooks/KrigingExample.ipynb)\n\nMore to come!\n\n\n\n",
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