Python script that analyses the given datasets and comes up with the best polynomial regression representation with the smallest polynomial degree possible

Last update: Aug 01, 2022

Overview

Polynomial Regression

Python script that analyses the given datasets and comes up with the best polynomial regression representation with the smallest polynomial degree possible, to be the most reliable with the least complexity possible

In order to use the script properly change the x and y values on the top of the page to the two datasets you want to represent mathematically, then run the code, it will print the R² value, the equation and its degree, besides displaying the chart with the regression

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Releases(v3.1.4)

v3.1.4(Jan 23, 2022)

Source code(tar.gz)
Source code(zip)
v3.1.3(Jan 23, 2022)

Source code(tar.gz)
Source code(zip)
v3.1.2(Jan 23, 2022)

Source code(tar.gz)
Source code(zip)
v3.1.1(Jan 23, 2022)

Some advanced python version features were removed in order for greater usage
Source code(tar.gz)
Source code(zip)
v3.1.0(Jan 5, 2022)

Correlation
Source code(tar.gz)
Source code(zip)
v3.0.0(Jan 2, 2022)

train test to be more reliable avoiding useless overfitting
Source code(tar.gz)
Source code(zip)
v2.4.0(Jan 2, 2022)

Logistic regression
Source code(tar.gz)
Source code(zip)
v2.3.0(Jan 1, 2022)

sinusoidal regression
Source code(tar.gz)
Source code(zip)
v2.2.0(Jan 1, 2022)

Logarithmic and Exponential regression models
Source code(tar.gz)
Source code(zip)
v2.1.0(Dec 31, 2021)

Overtime monitoring of single metric use case added
Source code(tar.gz)
Source code(zip)
v2.0.0(Dec 30, 2021)

PyPI package format + refactor towards a package code structure
Source code(tar.gz)
Source code(zip)
v1.1.0(Dec 29, 2021)

Source code(tar.gz)
Source code(zip)
v1.0.0(Dec 28, 2021)

Source code(tar.gz)
Source code(zip)

Owner

Nikolas B Virionis

2nd year of Computer Science at SPTech School (former Bandtec Digital School) Data engineering intern at Yhub

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Python script that analyses the given datasets and comes up with the best polynomial regression representation with the smallest polynomial degree possible

Related tags

Overview

Polynomial Regression

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Releases(v3.1.4)

v3.1.4(Jan 23, 2022)

v3.1.3(Jan 23, 2022)

v3.1.2(Jan 23, 2022)

v3.1.1(Jan 23, 2022)

v3.1.0(Jan 5, 2022)

v3.0.0(Jan 2, 2022)

v2.4.0(Jan 2, 2022)

v2.3.0(Jan 1, 2022)

v2.2.0(Jan 1, 2022)

v2.1.0(Dec 31, 2021)

v2.0.0(Dec 30, 2021)

v1.1.0(Dec 29, 2021)

v1.0.0(Dec 28, 2021)

Owner

Nikolas B Virionis

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