Metadata-Version: 2.1
Name: designofexperiment
Version: 1.6.2
Summary: A Python Package for intuitive design of experiments with user-friendly analysis of results
Home-page: https://github.com/JamesMarshall31/design-of-experiments
Author: James Marshall, Benedict Carling
Author-email: jm7618@ic.ac.uk, bencarling1@gmail.com
License: UNKNOWN
Description: # design-of-experiments
        A Python Package for Design of Experiments
        
        # Motivation
        I worked with a research team investigating how Design of Experiments could be applied to Synthetic Biology over the summer of 2020, as part of this I made a general software review and was a little dissapointed at the sparsity of python packages for designing experiments, and what packages were available I found to be considerably inferior to the comercial DOE software like JMP, MODDE, or Minitab. So, I have created this python package to offer an open-source package for the Design of Experiments!
        
        # Example
        ```python
        >>>import design
        >>>Factors = {'Height':[1.6,2],'Width':[0.2,0.4],'Depth':[0.2,0.3],'Temp':[10,20],'Pressure':[100,200]}
        >>>design.Factorial.frac_fact_2level(Factors,10)
        
           Height  Width  Depth  Temp  Pressure
        0     1.6    0.2    0.2    20       200
        1     1.6    0.2    0.3    20       100
        2     1.6    0.4    0.2    10       200
        3     1.6    0.4    0.3    10       100
        4     2.0    0.2    0.2    10       100
        5     2.0    0.2    0.3    10       200
        6     2.0    0.4    0.2    20       100
        7     2.0    0.4    0.3    20       200
        ```
        # Installation
        ```
        pip install designofexperiment
        ```
        
        #
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: License :: OSI Approved :: MIT License
Classifier: Natural Language :: English
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
Provides-Extra: dev
