Implementation of Python code to select feature for Intrusion Detection System using Optimization Algorithm. The full code is in Python. Here, I used kdd_Dataset. As Optimization Algorithm I used here Particle Swarmp Optimization(PSO). For classification, I used Support Vector Machine(SVM) as machine learning algorithm. Accuracy is very high: 95%. Codding implementation is very easy.