GitHub

Racetrack Navigation using Q-Learning

A Reinforcement Learning project that trains an autonomous racing agent to navigate a 2D grid-based racetrack using Q-Learning. The agent learns through trial and ...
GitHub

Predictive Maintenance Using Machine Learning

Predictive maintenance using Python and machine learning to analyse machine sensor data and predict failures. - Vahid-8185/predictive-maintenance-analysis ...

Trying out machine learning using scikit-learn and the Palmer Penguins dataset

IntroductionTo practice and master the machine learning I learned in class, I challenged myself to perform classification ...
BIOENGINEER

Kernel-Tuned Machine Learning Pushes Network Intrusion Detection Toward 99% Accuracy on Benchmark Data

A new study reports that Random Forest and Gaussian and Sigmoid kernel Support Vector Machines, combined with systematic ...

When Do Machines Fail? Learning Weibull Distribution and Preventive Maintenance Optimization with Python

Factory equipment and machinery can fail if used for a long time.However, repairing equipment every time it breaks down leads ...