PROFIT ANALYSIS TOOLKIT

Security Workflow Analysis Toolkit

Dieser Beitrag stellt das ” Security Workflow Analysis Toolkit“ (SWAT) vor, eine Plattform für die formal fundierte Analyse von Geschäftsprozessen. Ausgehend von als Muster formalisierten Sicherheitsanforderungen dient SWAT als Basis für die Analyse von Prozessmodellen und Prozesslogs. Der vorliegende Beitrag zeigt anhand von Beispielen, welche Arten von Analysen mit SWAT möglich sind und wie S...

BAT: Bisulfite Analysis Toolkit

DLATK: Differential Language Analysis ToolKit

We present Differential Language Analysis Toolkit (DLATK), an open-source python package and command-line tool developed for conducting social-scientific language analyses. While DLATK provides standard NLP pipeline steps such as tokenization or SVM-classification, its novel strengths lie in analyses useful for psychological, health, and social science: (1) incorporation of extra-linguistic str...

BAT - The Bayesian analysis toolkit

We describe the development of a new toolkit for data analysis. The analysis package is based on Bayes’ Theorem, and is realized with the use of Markov Chain Monte Carlo. This gives access to the full posterior probability distribution. Parameter estimation, limit setting and uncertainty propagation are implemented in a straightforward manner. A goodness-of-fit criterion is presented which is i...

ParCAT: Parallel Climate Analysis Toolkit

Climate science is employing increasingly complex models and simulations to analyze the past and predict the future of Earth’s climate. This growth in complexity is creating a widening gap between the data being produced and the ability to analyze the datasets. Parallel computing tools are necessary to analyze, compare, and interpret the simulation data. The Parallel Climate Analysis Toolkit (P...