bratet

gpt-from-scratch

This repository presents a clean and straightforward implementation of GPT (Generative Pre-trained Transformer) from scratch.

image-search-engine

A simple implementation of an image search engine in python

information-retrieval-arabic

This repo hosts an Arabic Information Retrieval system, featuring text preprocessing, TF-IDF vectorization, and inverted indexing. It includes a Flask-based API for querying and retrieving documents. Hosted on ensias-nlp.ma for public use and contributions.

iqn-fqf-distribitional-rl

live-speech-recognition

simple live-speech-recognition implementation in python

myportfolio

A portfolio website is a unique way to showcase your work and let others know about yourself. It's like an evergreen platform for your projects, case studies, and information about you. In addition, it's one of the best ways to express your personality, experience, and capabilities.

myportfolio-v2

This is my second version of my portfolio, it is built using React and Gatsby and is hosted on Vercel.

neural-network-from-scratch

a simple implementation of neural networks from scratch in python

optimizing-neural-network-with-cuckoo-search-algorithm

This project is a comparison of traditional backpropagation method and Cuckoo Search algorithm for training a neural network. It aims to find a better and efficient way of training a neural network by optimizing the weights and biases.

plotai

PlotAI - Your Ultimate Plotting Assistant! 📊🤖 Use ChatGPT-3.5 to create plots in Python and Matplotlib directly in your Python script or notebook.

protein-on-protein-interactions-prediction

P2P Interactions Prediction is a repository for predicting protein-protein interactions (PPIs) using deep learning.

stock-market-real-time-analysis

stock-prediction-using-hidden-markov-chains

This repository implements a Hidden Markov Model (HMM) to model stock price movements

svm-from-scratch

This repository contains implementations of multiple variant of SVM for classification task ( binary and multiclass )

tictactoe-with-reinforcement-learning

This repository contains an implementation of a Tic Tac Toe game interface from scratch, along with an AI opponent that utilizes three different reinforcement learning algorithms

traffic-light-optimization-with-reinforcement-learning

vap-disease-prediction-from-medical-record

vns_tsp

This repository provides an implementation of the Variable Neighborhood Search (VNS) algorithm to solve the Traveling Salesman Problem (TSP) using 2-opt and 3-opt techniques.