Welcome to Python Sensitivity Analysis documentation!¶
Python Sensitivity Analysis - Gradient DataFrames and Hex-Bin Plots
To get started, look here.
Tutorial
An overview¶
Quick Links¶
Find the source code on Github.
sensitivity¶
This is a simple example:
from sensitivity import SensitivityAnalyzer
def my_model(x_1, x_2):
return x_1 ** x_2
sensitivity_dict = {
'x_1': [10, 20, 30],
'x_2': [1, 2, 3]
}
sa = SensitivityAnalyzer(sensitivity_dict, my_model)
plot = sa.plot()
styled_df = sa.styled_dfs()