Physics and Python stuff. Most of the videos here are either adapted from class lectures or solving physics problems. I ...

Implement Linear Regression in Python from Scratch ! In this video, we will implement linear regression in python from scratch. We will not use any build in models, but we will understand the code ...

xkcd #2048 is exceptionally relevant to this. Doing linear regression well with a big dataset is difficult! I do this all the time at work and honestly I often show a scatter plot without any ...

Regression models with intractable normalizing constants are valuable tools for analyzing complex data structures, yet ...

To address the issue of spurious relationships that mislead sentiment polarity prediction, we introduce a novel causal inference framework called CausalABSC. CausalABSC is model agnostic, allowing ...

This project demonstrates how to implement simple linear regression from scratch using Python, without relying on libraries like Scikit-Learn. The implementation includes data preprocessing, model ...

Disclaimer: This Working Paper should not be reported as representing the views of the IMF.The views expressed in this Working Paper are those of the author(s) and do not necessarily represent those ...