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analysis-libraries's Introduction

Analysis Libraries

python -m pip install bric-analysis-libraries

An assortment of analysis libraries.

Components

There are four components of the libraries divided by experiemnt type. Each component has data prep modules to prepare the data from different softwares into a canonical form. The prepared data can then be anlayzed with the analysis modules.

Use

To import the modules use the form

from bric_analysis_libraries[.<component>] import <module>
# or
import bric_analysis_libraries[.<component>].<module>

where <component> is the name of the component (if needed) and <module> is the name of the module. Any modules in the Standard Component do not require a component name, while modules in all other components do.

Examples

from bric_analysis_libraries import standard_functions as std
# or
import bric_analysis_libraries.standard_functions as std
from bric_analysis_libraries.jv import aging_analysis as aging
# or
import bric_analysis_libraries.jv.aging_analysis as aging

Standard Component

No component requried

Contains standard functions.

Standard Functions

Provides standard functions.


JV Component

Component name: jv

Contains data prep and analysis packages for JV experiments.

Aging Analysis

Module name: aging_analysis

Analysis of degradation mecahnisms

Aging Data Prep

Module name: aging_data_prep

Data prep from the stability lab.

EC Lab Analysis

Module name: ec_lab_analysis

Analysis of EC experiments

EC Lab Data Prep

Module name: ec_lab_data_prep

Data prep of experiments form EC Lab.

Igor JV Data Prep

Module name: igor_jv_data_prep

Data prep of JV experiments coming from the old IV setup.

JV Analysis

Module name: jv_analysis

Analysis of JV experiments.


PL Component

Component name: pl

Contains data prep and analysis packages for PL experiments.

Andor Data Prep

Module name: andor_data_prep

Data prep for PL experiments from Andor Solis software.

Ocean Optics Data Prep

Module name: ocean_optics_data_prep

Data prep for PL experiments from Ocean Optics.

PL Analysis

Module name: pl_analysis

Analysis of PL experiments.


Misc Component

Component name: misc

Contains other components.

Function Matcher

Module name: function_matcher

Creates a linear combination of basis functions to match a target function as close as possible.

QSoft Data Prep

Module name: qsoft_data_prep

Data prep for QSoft quartz crystal microbalance acquisition software.

QCM Analysis

Module name: qcm_analysis

Analysis of quartz crystal microbalance experiments.

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