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Alexander Southan's Projects

little_helpers icon little_helpers

Some helpful functions that keep being used in various of my repositories.

pycontroller icon pycontroller

Classes for PID control or on-off control/bang-bang control.

pydatafitting icon pydatafitting

Specialized linear, polynomial (including equality constraints on points and slopes), multivariate and nonlinear regression/curve fitting functions.

pyexperimentaldesign icon pyexperimentaldesign

A tool for the analysis of datasets obtained by performing experiments according to a Design of Experiments (DoE) approach.

pyhplc icon pyhplc

Automated HPLC data evaluation, uni- and multivariate calibration.

pypercolation icon pypercolation

For the simulation of cluster growth of simple percolation problems, mainly useful for the estimation of percolation thresholds and the visualization of cluster growth, e.g., for teaching purposes.

pypreprocessing icon pypreprocessing

Especially useful for preprocessing of datasets like Raman spectra, infrared spectra, UV/Vis spectra, but also HPLC data and many other types of data. pyPreprocessing includes baseline correction, smoothing, filtering, normalization and transformation.

pyprotein icon pyprotein

Does basic calculations on polypeptides/proteins/enzymes, like the isoelectric point, the molar mass, the mean residue molar mass and the nitrogen content.

pytensiletest icon pytensiletest

Analysis of uniaxial tensile test and compression test data.

pytitration icon pytitration

Calculate acid and base titration curves of arbitrary mixtures. The calculations follow the formalism described by Robert de Levie in: Analytical Chemistry 1996, 68 (4), 585-590. DOI: 10.1021/ac950430l.

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