Does a regression function follow a specified shape? Do two regression functions have the same shape? How can regression functions be grouped, based on shape? These questions can occur when ...

Simple Non-Linear least squares for Gaussian function First, go through the solved example here from the notes page. After understanding this, Coded it from scratch using numpy and try it out yourself ...

Comparing Multiple Linear Regression, Deep Learning and Multiple Perceptron for Functional Points Estimation Abstract: This study compares the performance of Pytorch-based Deep Learning, Multiple ...

Repository files navigation 🔍 Project: Comparing Loss Functions for Robust Supervised Learning This project evaluates and compares multiple loss functions in the context of robust supervised learning ...

The purpose of this task is for students to better understand linear functions by exploring the relationship between symbolic and graphical representations. The first task draws students' attention to ...

Air pollution presents a critical environmental threat, impacting human health, biodiversity, and ecological systems worldwide. Effective forecasting of air pollution levels is essential for ...

We determined the value of soil test information for potassium (K) in upland cotton production using the linear response plateau (LRP) and linear response stochastic plateau (LRSP) functions. A ...