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BRAHIM EL-MOUDEN's Projects

electricity-consumption icon electricity-consumption

all the things i use to model mid and long term electricity consumption forcasting using deeplearning

forecasting-hourly-energy-consumption-with-python icon forecasting-hourly-energy-consumption-with-python

The energy sector is one of the largest and most important sectors out there. The ability to efficiently forecast hourly energy consumption plays an important role on how energy is distributed and consumed. Deep learning algorithms have played vital roles in prediction and forecasting problems alike. In this example, the deep learning algorithm technique known as Recurrent Neural Networks (RNN) and Long-Term Short Memory (LSTM) are applied on a time series data set consisting of hourly energy consumption for different counties according to their clients and activities with the aim of making forecast on future energy consumption. Models generally performed better by reducing batch size and by increasing epoch sizes. Having evaluated the results using RMSE, MAE and R2 scores, the LSTM and RNN models are both seen to have excellent performances in the forecasting of hourly energy consumption.

ijailbreak icon ijailbreak

Automatically exported from code.google.com/p/ijailbreak

iot-arduino-weather-station icon iot-arduino-weather-station

Arduino Web client reading data from sensors (temperature and humidity) and sending to a PHP Web app to store and display the information using D3.js

leaky-paths icon leaky-paths

A collection of special paths linked to major web CVEs, known misconfigurations, juicy APIs ..etc. It could be used as a part of web content discovery, to scan passively for high-quality endpoints and quick-wins.

load_forecasting icon load_forecasting

Load forcasting on Delhi area electric power load using ARIMA, RNN, LSTM and GRU models

megplus icon megplus

Automated reconnaissance wrapper — TomNomNom's meg on steroids. [DEPRECATED]

minimal-mistakes icon minimal-mistakes

:triangular_ruler: Jekyll theme for personal sites, blogs, and portfolios. Two-columns and extremely flexible.

nahamsec.training icon nahamsec.training

The labs for my Udemy course (https://www.udemy.com/course/intro-to-bug-bounty-by-nahamsec)

paramspider icon paramspider

Mining parameters from dark corners of Web Archives

pdf2img icon pdf2img

Fast in-browser PDF to image converter

pdftron-android-blogs icon pdftron-android-blogs

This repository contains sample projects that accompany relevant PDFTron Android blog posts.

recox icon recox

Master script for web reconnaissance

resumake.io icon resumake.io

📋 A website for automatically generating elegant LaTeX resumes.

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