marwanmashra Goto Github PK

aerial_challenge

Building a CNN with Tensorflow to solve Aerial Challenge, which is a multi-class geographic image classification challenge on CodaLab,

audio-declipping-with-social-sparsity

Implementation of the relaxed ISTA algoritm presented in the paper Audio Declipping with Social Sparsity

bbo_challenge

Starter kit for the black box optimization challenge at Neurips 2020

bias-mitigation-for-age-detection

An ML competition on CodaLab to estimate the age from images while mitigating the bias

carbon-visionnaire

🎖️1st prize from TotalEnergies for Technical Excellence (the best score) during a Hackathon. It's an AI solution for detecting a car in an image and estimating its CO2 emission.

compresseur_huffman

Compresser et archiver un dossier en utilisant le codage de Huffman

count-min-sketch

An implementation of Count–min sketch in python.

deep-learning-for-nlp

deep-network

An implementation of a Deep Neural Network (MLP) without PyTorch. Implementing Backpropagation & momentum SGD optimizer

deepqlearning-hide-and-seek

using a DQN to build an AI agent that plays hide and seek with a player

deploy-llm

Deploying Falcon 7B model locally

digital-albums

generative-models

Implementing several probabilistic generative models in pytorch

glide-text2im

GLIDE: a diffusion-based text-conditional image synthesis model

hadoop-mapreduce

Map/Reduce project with Hadoop

houserenew

hyponymy_extraction

📰 Named entitity recognition (NER) and Entity linking (EL) on the dataset of Patents

image-generation-for-ar

exploring AR application of image generation diffusion models

k8s-dra-driver

Dynamic Resource Allocation (DRA) for NVIDIA GPUs in Kubernetes

marwanmashra

Marwan Mashra

marwanmashra.github.io

My portfolio

projet_labo_dataviz

Plateforme web interactive implémentant le concept de labo DataViz présenté par l’UQAC

reddit

Geoscape, a web plateform scraping Reddit to get images around the world and place them on an interactive map

redis-tinyurl

URL shortener application made as a project for the Distributed Systems for Massive Data Management class

rembg

Rembg is a tool to remove images background.

scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

sentiment_analysis

NLP project: sentiment analysis for Amazon reviews with Bert

signal-processing

Implementing several signal processing techniques for image and audio signal denoising

the-escapysts

2D video game with Pygame

to-be_challenge

Using LGBMClassifier to solve To-Be Challenge, which is a machine learning challenge on CodaLab Platform that aims to adress the problems of medical imbalanced data classification.