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cmichelenstroferssolsonrpauly18hivanov-nrel
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WDRT (#141)
* Working version of Gaussian Copula * Create dedicated function for iso probs and quantiles * Contour plots worsk for single and multiple contours * Gumbel Copula. * Clayton Copula * Rosenblatt Copula * Guass and gumbel general copula * Add support for nonparametric gaussian, clayton, and gumbel copulas * Require statsmodel for nonparametric KDE copulas * Small changes * Fix bug in KDE log transformation * Adding docstrings * All doc strings updated * Add markers option to contours plotting * Add Copula tests comparing to WDRTresults * Fix x1, x2 pts bug in KDE contour, clean up * Example showing the calculation of all copla methods and comparing to WDRT results * Simplifications and lanuguage cleanup * Add statsmodel * Add testing data files * In plot envrionmental contors convert x1,x2 to values if a Series is passed * Docstring typo corrections * Corrected notebook description typos. * module and example for short-term extreme distributions * docstrings for short-term extreme functions * fixes #140 Speedup surface elevation calculation. * correction to surface_elevation * elevation * minor fixes based on review comments * add environmental_contours to init * Remove WDRT functionality * All WDRT contour functionality can be called from one function * Rework tests for new contour functions setup and location * Move all contour example into this file * Update to work with new structure. * Remove all commented out wdrt functions from resource * No changes made. Reverting back. * Have PCA method use general fit. Adds PCAmethod to fit method but can also accept the PCA dictionary. General Docstring Cleanup * Update discussion around the use of the copula method. * Remove copula stand alone notebook * minor formmating changes * Remove test bugs created from merge with origin * Import env contours into resource module and adjust test, examples, ect to function with tthe new structure * Uncommented tests * Remove reference to import the env contours module * fixing minor typo * Move env contours to _file and adjust package to handle new structure * Minor formatting cleanup * Cleanup unsed packages and variables * intial mler upload * formalize functions * add tests and example * sampling rate to averaging period * rename MLER example * working * merging * WDRT functions and examples finalized. Missing tests. * integrate mler into extreme * fixes tests? * fix tests * fix tests * fix full sea state example? * test contour samples * test sample full seastate * random seed * test long term extreme * expand MLER functionality * test short-term extremes * fix mler tests * MLER test error * mler fix 2 * update formats and asserts * further cleanup of countours.py for consistency, typos, and pep8 * run tests? * fix test? * change lists to np.array so they pass the assert statements * clean extreme.py for consistency, pep8 * points_per_interval should be int * typing in examples * full sea state example: make it easier to follow, add more explanation, and use consistent naming * contour example: make it easier to follow, add more explanation, and use consistent naming * Alias ste function and minor formatting. * naming convention * rename example * ste example * allow weights to be np.array * allow weights to be np.ndarray Co-authored-by: ssolson <[email protected]> Co-authored-by: ssolson <[email protected]> Co-authored-by: rpauly18 <[email protected]> Co-authored-by: hivanov-nrel <[email protected]>
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‎examples/data/loads/RAO_heave_RM3float.dat‎

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# RAO Surge data generated on 04-Feb-2016 22:15:15
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#
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# time period Amplitude Phase delay
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# (s) (m) (radians)
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