python-examples

Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGBoost, stacking, k-means, Bayesian optimization..)

machine-learning random-forest xgboost hyperparameter-optimization intrusion-detection lightgbm ensemble-learning kmeans autonomous-vehicles bayesian-optimization cyber-security decision-tree hpo network-security stacking intrusion-detection-system python-examples catboost cicids2017

UpdatedOct 13, 2023
Jupyter Notebook

milaan9 /90_Python_Examples

Star295

The best way to learn Python is by practicing examples. The repository contains examples of basic concepts of Python. You are advised to take the references from these examples and try them on your own.

examples python-programming python-exercises python4beginner python-examples python-exercises-for-interview examples-python python-tutorial-notebook python-tutor python4everybody python-tutorial-github python4datascience tutor-milaan9 object-oriented-examples flow-control-examples python-functions-examples python-examples-github python-files-examples python-advance-examples python-basic-examples

UpdatedNov 2, 2023
Jupyter Notebook

jassics /python-for-cybersecurity

Star266

Python for cybersecurity with the basic concepts, easy to understand code examples, lab exercises, real-world examples, different security scripts covering web security, network security, defensive security, crypto examples, exploits etc...

python python-tutorials python3 python-programming python-scripts python-practice python-security python-examples python-for-everyone python-for-beginners python-projects

UpdatedDec 25, 2024
Python

Western-OC2-Lab /Intrusion-Detection-System-Using-CNN-and-Transfer-Learning

Star159

Code for intrusion detection system (IDS) development using CNN models and transfer learning

machine-learning deep-learning cnn hyperparameter-optimization intrusion-detection ensemble-learning convolutional-neural-networks transfer-learning can-bus autonomous-vehicles cyber-security network-security python-examples connected-vehicle

UpdatedApr 21, 2023
Jupyter Notebook

Deepali-Srivastava /object-oriented-programming-in-python

Star103

Python OOP : Object oriented Programming in Python

python oop oops python-scripts python-tutorial object-oriented-programming python-course python-basics oop-examples python-examples python-classes oop-concepts oops-in-python python-scripting scripts-python simple-python python-automation object-oriented-programming-python python-oop

UpdatedJul 22, 2024
Python

ikokkari /PythonExamples

Star63

Python examples from CCPS 109 Computer Science I, by Ilkka Kokkarinen

python example-code python-examples practice-python ilkka-kokkarinen

UpdatedAug 2, 2024
Python

krp /python-examples

Star40

Examples for people who want to learn Python

python learning snippets examples learning-python learning-by-doing python-exercises python-examples examples-python

UpdatedApr 4, 2022

Western-OC2-Lab /AutoML-and-Adversarial-Attack-Defense-for-Zero-Touch-Network-Security

Star34

This repository includes code for the AutoML-based IDS and adversarial attack defense case studies presented in the paper "Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis" published in IEEE Transactions on Network and Service Management.

machine-learning deep-learning feature-selection cybersecurity hyperparameter-optimization ids feature-engineering network-automation hyperparameter-tuning concept-drift automl intrusion-detection-system automated-machine-learning data-streams adversarial-machine-learning python-examples data-stream-processing adversarial-attacks 6g zero-touch-network

UpdatedMar 13, 2025
Jupyter Notebook

Kalebu /Loan-prediction-with-ML

Star30

Predicts a chance of loan repayment based on historical data

python flask machine-learning python-examples machine-learning-projects loan-prediction python-tanzania

UpdatedMay 5, 2021
HTML

Western-OC2-Lab /AutonomousCyber-AutoML-based-Autonomous-Intrusion-Detection-System

Star20

This repository includes code for the paper "Towards Autonomous Cybersecurity: An Intelligent AutoML Framework for Autonomous Intrusion Detection" accepted in AutonomousCyber, ACM CCS, 2024.

machine-learning deep-learning feature-selection cybersecurity hyperparameter-optimization ids feature-engineering network-automation hyperparameter-tuning automl intrusion-detection-system automated-machine-learning python-examples 6g zero-touch-network autonomous-networks