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kafka-notes

Comprehensible material for those who want to learn about Apache Kafka architecture.

kaggle-automated-feature-engineering

Applying automated feature engineering to the Kaggle Home Credit Default Risk Competition

learn-pandas

Tutorials on how to use pandas effectively to do data analysis

learning-apache-spark

Notes on Apache Spark (pyspark)

linux-elf-binary-signer

✒️ Adding digital signature into ELF binary files.

linux-elf-sv-docs

📗 Documents of Linux ELF binary signature verification solution.

linux-kernel-elf-sig-verify-module

🔏 Kernel module for signature verification of ELF files.

loaders

Tiny loaders for various binary formats.

lstm-autoencoders

Anomaly detection for streaming data using autoencoders

machine-learning-a-to-z

machine-learning-based-botnet-detection

Machine Learning Based Botnet Detection is a tool to classify network traffic as being botnet affected or not based on the network traffic flows. It involves various classifiers including Neural Networks, Decision Tree, SVM, Naive Bayes, Logistic Regression, k-Nearest Neighbours.

machine-learning-for-cyber-security

Curated list of tools and resources related to the use of machine learning for cyber security

machinelearning-python

medium_notebook

Repository containing notebooks of my posts on Medium

minimally-sufficient-pandas

There are always multiple ways to complete a task in Pandas. A minimal subset of the library is sufficient for almost everything.

mybooks

nbgrader-jupyterhub-dockerfiles

Docker container for teaching with jupyterhub and nbgrader

network-analysis-made-simple

For PyCon, PyData, ODSC, and beyond!

network-intrusion-detection

Network Intrusion Detection KDDCup '99', NSL-KDD and UNSW-NB15

numpy_exercises

Numpy exercises.

os-tutorial

How to create an OS from scratch

packets_learner

pakkero

Pakkero is a binary packer written in Go made for fun and educational purpose. Its main goal is to take in input a program file (elf binary, script, even appimage) and compress it, protect it from tampering and intrusion.

panama-paper-network

Exploring the network released by the ICIJ from the Panama Papers

pandas-cookbook

Recipes for using Python's pandas library

pandas-pipelines-custom-transformers

Material for Talk at PyData Seattle 2017

pwning

RE / Binary Exploitation Resources

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

replication_arxiv_1803_10769

Replication files for arXiv:1803.10769 Network Traffic Anomaly Detection Using Recurrent Neural Networks