FlowLabeler

An application capable of processing IP packets either from pcap files or on a live capture mode to generate a csv file storing flow records containing bidirectional statistics and the application layer protocol (Youtube, Facebook, etc) using nDPI library.

NtopngDataEditor

A java application that loads 3 csv files obtained from ntopng, CICFlowmeter, and nDPI. It compares the flows statistics obtained from pcap files with CICFlowmeter and ntopng and once a match is found that flow is labeled with the Layer 7 protocol obtained with the nDPI library within ntopng. The application delivers a csv file with all the flows labeled with the layer 7 protocol

SimpleLinearRegression-Stocks_Dataset_Quandl

This script implements an example of Simple Linear Regression and SVR algorithm on a stocks dataset downloaded from Quandl in order to predict the Average Close price of a stock 10 days into the future. The implemented modules are pandas, numpy, sklearn, quandl and math