IEEE

Predictive Analysis of Network-Based Attacks by Hybrid Machine Learning Algorithms Utilizing Bayesian Optimization, Logistic Regression, and Random Forest Algorithm

Abstract: These days, intrusion detection systems are one of the newest trends in society. These technologies serve as a defense against a variety of security breaches, the number of which has been ...
GitHub

Official implementation of "Discover network dynamics with neural symbolic regression".

This repository contains the code and data for the experiments in the paper. The code is written in Python and PyTorch. The code was tested with Python 3.12.2 and PyTorch 2.4.0+cu121 on Ubuntu 18.04.6 ...
IEEE

Why Do Machine Learning Notebooks Crash? An Empirical Study on Public Python Jupyter Notebooks

Abstract: Jupyter notebooks have become central in data science, integrating code, text and output in a flexible environment. With the rise of machine learning (ML), notebooks are increasingly used ...
GitHub

lasso-regression

This is a simple jupyter notebook for stock price prediction. As a model I've used the linear, ridge and lasso model.