Heba Atef's repositories
ML_optimization_algorithms
This is an implementation of different optimization algorithms such as: - Gradient Descent (stochastic - mini-batch - batch) - Momentum - NAG - Adagrad - RMS-prop - BFGS - Adam Also, most of them are implemented in vectorized form for multi-variate problems
Air-Passengers-Time-Series
This a time series data project that applies all the concepts
arabic_dialects_classification
NLP project about classifying the Arabic dialects into five classes.
c_programming
This is a repo of assignments using C
Cats_VS_Dogs
A kaggle classification problem
Codeforces_Problems
This is a repo for all the problems that I have solved (& still solving :D) on Codeforces
DES
The Data Encryption Standard (DES) is a symmetric-key block cipher published by the National Institute of Standards and Technology (NIST). DES is an implementation of a Feistel Cipher. It uses 16 round Feistel structure. The block size is 64-bit. Though, key length is 64-bit, DES has an effective key length of 56 bits, since 8 of the 64 bits of the key are not used by the encryption algorithm (function as check bits only).
Head_Pose_Estimation
A project about estimating the head pose using pitch, yaw, and roll
Kenken-Game
The goal of this project is to create a software that solves the KENKEN puzzle. This is a constrain satisfaction problem (CSP), and we implement and analyze the performance of the three algorithms of CSP: 1. Backtracking Backtracking with forward checking Backtracking with arc consistency
Multi-Cancer-Identification-and-Segmentation
This is a project for brain and breast cancer classification and segmentation
ID-Documents-Verification-System
ITI Graduation Project - ID & Documents Verification System
ml-coursera-python-assignments
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
Refugee_Analysis
This is a data visualization project about refugees all around the world
Signature-Detection
This is a signature detection project using FasterRCNN.
Signature-Verification
This is a signature verification project to classify whether the signature is real or forged using Siamese Network.
web_scraping
These are three tasks about web scraping