Pinned Repositories
3173
C_projects_portfolio
This is my C language portfolio. It contains projects I have done in systems programming, multi-threading and general C code.
Cats_dogs_CNN
In this project we will try to build an image recgnition model that can distinguish between pictures of dogs and pictures of cats using a convolutional neural network.
Credit-Card-Transaction-Clasification
In this project the goal is to use credit card transaction data from a kaggle dataset (encrypted using PCA) to try and classify individual transactions and fraudulent or not fraudulent. In this dataset the 2 classes are heavily unbalanced and that represents the main challenge. I try different classifiers such as an SVC, random forest, or K-neighbours. I then use the f1 score ot try and choose the best one.
Deep-Q-Learning-Paper-To-Code
deep_learning_portfolio
This is my deep learning portfolio. I will here share my various projects using deep neural networks, like research paper implementations.
diabetes_detection
Using Deep Learning to detect who has diabetes
django-hero-api
django-receipe-api
dotfiles
Default configuration for Le Wagon's students
youneskamel's Repositories
youneskamel/deep_learning_portfolio
This is my deep learning portfolio. I will here share my various projects using deep neural networks, like research paper implementations.
youneskamel/3173
youneskamel/C_projects_portfolio
This is my C language portfolio. It contains projects I have done in systems programming, multi-threading and general C code.
youneskamel/Cats_dogs_CNN
In this project we will try to build an image recgnition model that can distinguish between pictures of dogs and pictures of cats using a convolutional neural network.
youneskamel/Credit-Card-Transaction-Clasification
In this project the goal is to use credit card transaction data from a kaggle dataset (encrypted using PCA) to try and classify individual transactions and fraudulent or not fraudulent. In this dataset the 2 classes are heavily unbalanced and that represents the main challenge. I try different classifiers such as an SVC, random forest, or K-neighbours. I then use the f1 score ot try and choose the best one.
youneskamel/Deep-Q-Learning-Paper-To-Code
youneskamel/diabetes_detection
Using Deep Learning to detect who has diabetes
youneskamel/django-hero-api
youneskamel/django-receipe-api
youneskamel/dotfiles
Default configuration for Le Wagon's students
youneskamel/EEG_sentiment-_analysis
Using data from an EEG headset that I found on kaggle, I try to build a model that can guess how the wearer of the headset is feeling ! I first do some pre-processing then use XGboost and an artificial neural network.
youneskamel/ensemble-learning-MNIST
youneskamel/Fourier-Transformation-for-Image-Processing
youneskamel/golfy-buddy
youneskamel/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
youneskamel/histogram-equalizer
A simple histogram equalization implementation
youneskamel/Machine-Learning-House-Price-Prediction
In this project I work with a dataset of house data that I found on kaggle. The goal is to predict a house's price using the available features. I used this project to practice my pre-processing skills and to implement a few regressors such as Decision trees and XGboost.
youneskamel/MNIST_Classification_keras
In this project I used a classification MLP to work with the fashion MNIST dataset.
youneskamel/RaB
youneskamel/rails-longest-word-game
youneskamel/rails-task-manager
youneskamel/rails-yelp-mvp
youneskamel/react-gifs
Small react app using the giphy API.
youneskamel/sentiment-analysis-lstm
In this project I use an LSTM network to deal with sentiment analysis on an imdb movie reviews dataset.
youneskamel/taxi_fares_NYC
In this project I use keras and deep learning to predict taxi fares in the city of new york
youneskamel/uqam_resume_cours_ML
Un repo qui contiendra un document markdown qui resume ce quel'on a appris durant les cours d'apprentissage automatique que nous avons suivi a l'uqam. Ceux ci sont inf7710, inf8110 et inf7370.
youneskamel/wagon-cities