codepleaserun/polynomial-regression

An interactive matlplotlib plot for polynomial regression

Polynomial Regression

An interactive matlplotlib plot for polynomial regression

Installation

git clone https://github.com/CodePleaseRun/polynomial-regression.git
cd polynomial-regression

Dependencies:

• matplotlib
• numpy
• sympy

Usage

python main.py

OR

python main.py points

where points is the file containing data points to be interpolated

.95,2.01
2.10,3.89
2.98,9.15
4.01,15.92
5.11,25.2
5.88,35.94
7.06,48.85
7.97,64.18
9.12,81.03
10.08,99.93

• Program will begin with a blank plot (unless data points are imported from points)

• Double clicking anywhere in the axes will plot the point and will update the curve accordingly

• Slider can be used to change the degree of the fitting curve (0 to 30)

• More points can be added by double clicking anywhere. The curve will update automatically.
  
  

• Reset button can be used to delete all the plots and start fresh

Licence

MIT