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Juan Sebastian Rojas Melendez's Projects

buildingescape icon buildingescape

A game made with Unreal Engine 4 and C++ where the objective is to escape the building. A product generated with Udemy course

flowlabeler icon 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.

jobwebsearch icon jobwebsearch

Proyecto inicial de busqueda de ofertas de trabajos electiva ADS

load_arff_module icon load_arff_module

This module enables to load a WEKA ARFF file into Python using numpy arrays and liac-arff module.

ntopngdataeditor icon 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

plotly_plots icon plotly_plots

This repository holds HTML plots made with plotly for it to be available via Github Pages

simplelinearregression-stocks_dataset_quandl icon 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

triplex icon triplex

A terminal game done with C++ where the objective is to guess a number of 3 digits

userbehavioranalysis icon userbehavioranalysis

An R script to summarize the behavior of users when consuming applications on the Internet based on the number of flows, average packet size and average flow duration. The expected input file is a csv file obtained from FlowLabeler

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