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Those python librairies are required for the realization of some step of the commissioning process. There are all free to use and available on Github

  1. SALib
  2. DEAP
  3. pyDOE
  4. BuildingSpy

SALib

Sensitivity Analysis Library in Python (Numpy). Contains Sobol, Morris, and FAST methods. Used to find influencial parameters for error propagation and models calibration.

DEAP

DEAP is a novel evolutionary computation framework for rapid prototyping and testing of ideas. It seeks to make algorithms explicit and data structures transparent. DEAP contains Genetic algorithm, Evolution strategies algorithm, Multi-objective optimisation …

pyDOE

pyDOE is designed to help the scientist, engineer, statistician, etc., to construct appropriate experimental designs. It contains Factorial Designs, Response Surface Designs and Randomizad Designs facilities

BuildingSpy

BuildingSpy is a interface between Python and Dymola. The package contains functions to extract data series from the output file of a Dymola simulation for further use. See the Buildingspy website for more information