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Toolbox for analysis of electron backscatter diffraction (EBSD) patterns

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When sampling a hexagonal master pattern of a phase with point group 6mm, I get a stitching line where the "seam" between the two hemispheres is: ![mp_stitching_error](https://user-images.githubusercontent.com/12139781/118846928-812dc900-b8cd-11eb-84a0-607cc2e9ecf6.png) The detector normal...

We should try out [LiberTEM](https://github.com/LiberTEM/LiberTEM/)'s [user defined functions](https://libertem.github.io/LiberTEM/udf.html) on an EBSD dataset read from an HDF5 file into their [Dataset](https://libertem.github.io/LiberTEM/reference/dataset.html#hdf5) class, as an alternative to processing with dask. I think...

enhancement
help wanted

We should provide dynamic orientation and projection center corrections following the procedure in [Singh et al. (2017)](https://doi.org/10.1107/S1600576717014200). Python versions were implemented by @friedkitteh in [his thesis](https://ntnuopen.ntnu.no/ntnu-xmlui/handle/11250/2785332). I think both corrections...

enhancement

[This nice notebook](https://nbviewer.org/github/elena-pascal/SEM-diffraction/blob/master/crystallography_notebooks/grainNormal.ipynb) could be turned into an example notebook in the [Examples](https://kikuchipy.org/en/stable/examples/index.html) (or as part of the "Reference frames" user guide) part of the documentation, to confirm and describe...

documentation

What functionality should we support in the new `ECPMasterPattern` class to be introduced in #476? What new tools do we need? - [ ] ECPDetector: similar to EBSDDetector, but should...

enhancement
help wanted

We should add a file for Binder to use when setting up the environment, like is done in orix: https://github.com/pyxem/orix/blob/develop/environment.yml.

help wanted
documentation

The projection of an EMsoft master pattern in the stereographic projection to the Lambert projection gives incorrect intensities from vectors on the equator. The below image table shows Lambert projection...

bug
help wanted

EMsoft uses an interpolated master pattern for dictionary indexing. The interpolation weights are determined from Monte Carlo simulations. These weights are included in the HDF5 file, which we can read....

enhancement

Would be useful to be able to match two sets of patterns 1-1 instead of all-all with the simirity metrics available in `kikuchipy.indexing.similarity_metrics` (NCC and NDP). The current implementation only...

enhancement

See comment in #226. The _crystaldata2phase() IO function should be moved to orix.io.plugins.emsoft_h5ebsd.

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