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Balasubramanian-pg / Python-Project-Ideas

This repository contains various Python projects that I worked on while learning data analysis and modeling. These projects cover different topics, including exploratory data analysis and prediction modeling. Through these projects, I gained hands-on experience, exploring datasets, visualizing data, and building predictive models.
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Sensitivity Analysis for Mini Project #1

Open Balasubramanian-pg opened 1 year ago

Balasubramanian-pg commented 1 year ago

Sensitivity Analysis Library (SALib)

Balasubramanian-pg commented 1 year ago

Python implementations of commonly used sensitivity analysis methods. Useful in systems modeling to calculate the effects of model inputs or exogenous factors on outputs of interest.

Documentation: ReadTheDocs

Requirements: NumPy, SciPy, matplotlib, pandas, Python 3 (from SALib v1.2 onwards SALib does not officially support Python 2)

Installation: pip install SALib or pip install . or conda install SALib

Build Status: Build Status Test Coverage: Coverage Status