Convert a CSV (decimal) to an OLS file format

R packages which implements most known linear regression model: pls, OLS, ridge, lasso, LAR, principal components regression...

Comparing the different types of Regression

Penn ESE 305 Final Project using Machine Learning Techniques

Kaggle : New York City Taxi Trip Duration

Linear and nonlinear regression in python

Set of functions to semi-automatically build and test Ordinary Least Squares (OLS) models in R in parallel.

Diagnostic tools for regression modeling. Julia-equivalent for diagnoser (https://github.com/robertschnitman/diagnoser).

Implementation of Linear Regression (OLS)

Tools for developing OLS regression models

Gradient descent via OLS

Predicting Amsterdam house / real estate prices using Ordinary Least Squares-, XGBoost-, KNN-, Lasso-, Ridge-, Polynomial-, Random Forest-, and Neural Network MLP Regression (via scikit-learn)

Analysis of heatstroke Deaths in 1881, using modern statistics

Raster και Raster Stack στην R (workshop FOSSCOMM 2019, Λαμία)

Master Degree Coursework: Econometrics I

Implementation of Machine learning algorithms only using numpy.

✈️ Flight delay EDA & estimation on a 12GB dataset using a custom C++ OLS estimator.

Seasonal changes in market index returns; a regression analysis of 36 countries' data from the MSCI World Index.