GitHub

tusharlawande/Job-Market-Analytics-and-Skill-Trends-Analysis-Using-Python

Implement pattern matching for technical skills Categorize skills into domains (Programming, Web Tech, Cloud, etc.) Calculate frequency analysis of skills Generate insights on most in-demand skills ...
GitHub

pyforeca: Forecastable Component Analysis (ForeCA) in Python

Unlike PCA (maximum variance) or ICA (maximum independence), ForeCA finds components that are maximally forecastable. This makes it ideal for time series analysis where prediction is often the primary ...
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 ...
IEEE

Analysis of Vibration Reduction of Single-Side Permanent Magnet Synchronous Linear Motor by Using Hybrid-Type PMs

Abstract: The normal electromagnetic force wave plays a critical role in electromagnetic vibration of permanent magnet synchronous linear motors (PMSLMs). In this article, a PMSLM designed with hybrid ...