pycroscopy 0.0a8

A suite of Python libraries for high performance scientific computing of microscopy data.

See <https://pycroscopy.github.io/pycroscopy/> for more info.

0. Description

A python package for image processing and scientific analysis of imaging modalities such as multi-frequency scanning probe microscopy, scanning tunneling spectroscopy, x-ray diffraction microscopy, and transmission electron microscopy. Classes implemented here are ported to a high performance computing platform at Oak Ridge National Laboratory (ORNL).

1. Package Structure

The package structure is simple, with 4 main modules:

1. io: Input/Output from custom & proprietary microscope formats to HDF5.

2. processing: Multivariate Statistics, Machine Learning, and Filtering.

3. analysis: Model-dependent analysis of image information.

4. viz: Visualization and interactive slicing of high-dimensional data by lightweight Qt viewers.

Once a user converts their microscope’s data format into an HDF5 format, by simply extending some of the classes in io, the user gains access to the rest of the utilities present in pycroscopy.*.