python

PyQt pyqtgraph

GUI for the automation of the furnace for the automation of the CNT growth. Implemented in PyQt5 with pyqtplot for live plotting of the sensor data. Supports loading/saving the settings (aka recipes).

screenshot code_screenshot

HDF Viewer

A simple HDF reader based on PyQt. Supports up to two-dimensional datasets. hdf_screenshot

SOM

Numpy and pyTorch implementations of Kohonen’s Self-organizing maps (SOM).

AlexNet XAS

A simple demo how to utilize Transfer learning approach: prediction of the structural parameters of water from its XAS (X-ray absorbtion spectroscopy) spectrum, using trained AlexNet as a feature extractor from the images on the spectra.

Finite Elements Analysis

A simple implementation of the numeric solution of 2D Laplace equation using Finite Elements.

Molecular Fragments

To deduce the list of fragments from the molecule as a result of ion decomposition, e.g. during X-ray coincidence spectrospoy experiment. Molecule is given in SMILES format. Returns list of fragments with its masses, also in LaTeX format, as well as fragments with a given mass.