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Add computing of image quality, chunk/pattern modules, some FFT wrappers ++ (#157)

* Start of image quality based upon Krieger Lassen

Signed-off-by: Håkon Wiik Ånes <hwaanes@gmail.com>

* More IQ stuff

Signed-off-by: Håkon Wiik Ånes <hwaanes@gmail.com>

* Image quality, chunk and pattern modules, some FFT routines

Signed-off-by: Håkon Wiik Ånes <hwaanes@gmail.com>

* Ease precision for decomposition test

Signed-off-by: Håkon Wiik Ånes <hwaanes@gmail.com>

* Try to fix macOS on Travis, add Linux Python 3.8

Signed-off-by: Håkon Wiik Ånes <hwaanes@gmail.com>

* Try to fix Windows/macOS on Travis

Signed-off-by: Håkon Wiik Ånes <hwaanes@gmail.com>

* Update contributing guide, travis and setup.py

Signed-off-by: Håkon Wiik Ånes <hwaanes@gmail.com>

* Reduce atol for IQ tests, remove version dep in travis

Signed-off-by: Håkon Wiik Ånes <hwaanes@gmail.com>

* Migrate to travis-ci.com, simplify travis yaml

Signed-off-by: Håkon Wiik Ånes <hwaanes@gmail.com>

* Remove git depth...

Signed-off-by: Håkon Wiik Ånes <hwaanes@gmail.com>

* Try newer coverage version (5.0), not use python: 3.7/8 in travis

Signed-off-by: Håkon Wiik Ånes <hwaanes@gmail.com>

* Finish testing of new functionality, add more type hints, some ci

Signed-off-by: Håkon Wiik Ånes <hwaanes@gmail.com>

* Fix linux/pip on travis

Signed-off-by: Håkon Wiik Ånes <hwaanes@gmail.com>

* Fix pip install in travis...

Signed-off-by: Håkon Wiik Ånes <hwaanes@gmail.com>

* Remove quotes from ci (don't always do as your editor tells you)

Signed-off-by: Håkon Wiik Ånes <hwaanes@gmail.com>

* Add virtualenv to linux/pip travis

Signed-off-by: Håkon Wiik Ånes <hwaanes@gmail.com>

* aaand set Python version in that job

Signed-off-by: Håkon Wiik Ånes <hwaanes@gmail.com>

* Add FFT filtering with spatial kernel as input, cont. doc

Signed-off-by: Håkon Wiik Ånes <hwaanes@gmail.com>

* Update FFT filtering doc, add scipy-like so... (continued)

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Jobs
ID Job ID Ran Files Coverage
1 247.1 (DEPS="dask[array] hyperspy h5py matplotlib numpy numba pyxem scikit-image scikit-learn scipy" TEST_DEPS="pytest pytest-cov coveralls coverage" DEPLOY=false ENV=conda PYTHON_VERSION=3.8) 0
100.0
 Travis Job 247.1
2 247.2 (DEPS="dask[array] hyperspy h5py matplotlib numpy numba pyxem scikit-image scikit-learn scipy" TEST_DEPS="pytest pytest-cov coveralls coverage" DEPLOY=false ENV=pip DEPLOY=true) 0
100.0
 Travis Job 247.2
3 247.3 (DEPS="dask[array] hyperspy h5py matplotlib numpy numba pyxem scikit-image scikit-learn scipy" TEST_DEPS="pytest pytest-cov coveralls coverage" DEPLOY=false ENV=conda PYTHON_VERSION=3.8) 0
100.0
 Travis Job 247.3
5 247.5 (DEPS="dask[array] hyperspy h5py matplotlib numpy numba pyxem scikit-image scikit-learn scipy" TEST_DEPS="pytest pytest-cov coveralls coverage" DEPLOY=false ENV=conda PYTHON_VERSION=3.8 PATH="/c/tools/miniconda3/:/c/tools/miniconda3/Scripts:$PATH") 0
100.0
 Travis Job 247.5
6 247.6 (DEPS="dask[array] hyperspy h5py matplotlib numpy numba pyxem scikit-image scikit-learn scipy" TEST_DEPS="pytest pytest-cov coveralls coverage" DEPLOY=false ENV=pip PYTHON_VERSION=3.7.5 PATH="/c/Python37:/c/Python37/Scripts:$PATH") 0
100.0
 Travis Job 247.6
Source Files on build 247
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