Pinned Repositories
little_helpers
Some helpful functions that keep being used in various of my repositories.
pyController
Classes for PID control or on-off control/bang-bang control.
pyDataFitting
Specialized linear, polynomial (including equality constraints on points and slopes), multivariate and nonlinear regression/curve fitting functions.
pyExperimentalDesign
A tool for the analysis of datasets obtained by performing experiments according to a Design of Experiments (DoE) approach.
pyHPLC
Automated HPLC data evaluation, uni- and multivariate calibration.
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
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
Does basic calculations on polypeptides/proteins/enzymes, like the isoelectric point, the molar mass, the mean residue molar mass and the nitrogen content.
pyTensileTest
Analysis of uniaxial tensile test and compression test data.
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.
AlexanderSouthan's Repositories
AlexanderSouthan/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.
AlexanderSouthan/pyDataFitting
Specialized linear, polynomial (including equality constraints on points and slopes), multivariate and nonlinear regression/curve fitting functions.
AlexanderSouthan/pyProtein
Does basic calculations on polypeptides/proteins/enzymes, like the isoelectric point, the molar mass, the mean residue molar mass and the nitrogen content.
AlexanderSouthan/pyTensileTest
Analysis of uniaxial tensile test and compression test data.
AlexanderSouthan/little_helpers
Some helpful functions that keep being used in various of my repositories.
AlexanderSouthan/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.
AlexanderSouthan/pyController
Classes for PID control or on-off control/bang-bang control.
AlexanderSouthan/pyExperimentalDesign
A tool for the analysis of datasets obtained by performing experiments according to a Design of Experiments (DoE) approach.
AlexanderSouthan/pyHPLC
Automated HPLC data evaluation, uni- and multivariate calibration.
AlexanderSouthan/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.
AlexanderSouthan/pyRandomWalk
Functions for the generation of random walks.
AlexanderSouthan/pySpectroscopy
Classes for spectroscopic data preprocessing and analysis.