IEEE

A multidimensional indicator prediction assessment method based on time series and multiple linear regression model

Abstract: This paper focuses on a multidimensional indicator prediction assessment method based on time series and multiple linear regression modelling. Through in-depth analysis of relevant data, ...
GitHub

Fits linear lasso regression models using Python sklearn classes.

Fits L1 loss regularized linear regression models using the Python sklearn.linear_model.Lasso class for a dependent variable on one or more independent variables, and includes optional modes to ...
GitHub

multiple-linear-regression

Portfolio of Jupyter Notebooks demonstrating various ML models/concepts learned and developed during my graduate machine learning course and independently post-grad. Generally, a bottom-up modeling ...
IEEE

FedFit: Server Aggregation Through Linear Regression in Federated Learning

Abstract: We present a conceptually novel framework for Federated Learning (FL) called FedFit for a flexible solver to address FL problems. The FedFit framework consists of two components: model ...