This is a python script that performs polynomial fits and plots the results. This code is a data analysis script in python using the libraries numpy, pandas, scipy, sklearn and matplotlib. The input ...

A Python based Support Vector Regression ... is based on prediction of values using support vector regression model with Radial Basis Function as the kernel and 10% confidence interval for the curve ...

Abstract: We introduce a completely new approach to fitting implicit polynomial geometric shape models to data and to studying these polynomials. The power of these models is in their ability to ...

Abstract: In this paper, a high-accuracy real-time vector map matching method based on polynomial fitting is proposed for autonomous driving. The real-time kinematic (RTK) positioning accuracy ...