Daniel Wheeler

This seems to be an issue with both LSMLIB and Scikit-fmm. The following test fails with LSMLIB, but passes (by luck) in Scikit-fmm. ``` >>> from skfmm import distance >>>...

The sidebar menu runs below the page and doesn't provide any scrolling on the RTD pages. There is also no way to collapse the menus. This makes the examples difficult...

Homogenization workflow demonstrating bias when cross-validation is not performed correctly.

``` import numpy as np data = np.array([[0, 1]]) data_ = PrimitiveTransformer(n_state=2, min_=0.0, max_=1.0).transform(data) type(data_) ``` `data_` should be a numpy array in this case

``` ib/python3.7/site-packages/pymks/fmks/func.py::pymks.fmks.func.deprecate /home/wd15/miniconda3/envs/pymksa4/lib/python3.7/site-packages/pymks/fmks/func.py:1: DeprecationWarning: Call to deprecated function (or staticmethod) wrapper. (Use pymks.fmks instead.) -- Deprecated since version 0.4. """Functional helper functions for fmks. lib/python3.7/site-packages/pymks/fmks/data/multiphase.py::pymks.fmks.data.multiphase.generate lib/python3.7/site-packages/pymks/fmks/data/multiphase.py::pymks.fmks.data.multiphase.quantile_ndim lib/python3.7/site-packages/pymks/fmks/tests/test_multiphase.py::test_2d lib/python3.7/site-packages/pymks/fmks/tests/test_multiphase.py::test_1d lib/python3.7/site-packages/pymks/fmks/tests/test_multiphase.py::test_3d lib/python3.7/site-packages/pymks/fmks/tests/test_multiphase.py::test_versus_old...

Investigate efficiency with large test case

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Investigate the efficiency of the new release for both homogenization and localization using a large data set. Include at lease on example that requires downloading large data and running it...

Rename and move pymks

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Rename pymks to - MatML (already taken by another package I think) - Ma-di ??? (Microstructure descriptors ???) - MatMaL (Materials Machine Learning) or MatMaLe - MiDeE [mi-di] - Microstructure...

Try out Hypothesis testing, https://hypothesis.readthedocs.io/en/latest/index.html

Composite material consists of three components: the fibers as the discontinuous or dispersed phase, the matrix as the continuous phase, and. the fine interphase region, also known as the interface...