ZAROUR Mahdi's repositories
Stock_Forecasting
Forecasting stock prices using Kalman Filter and Hidden Markov Models
Image-Processing-Website
Website to do some operations on images
StockManager
A stock manager java software.
Autoencoder
Experimentation with Autoencoders using Pytorch
IFT1015-Correction-Automation
A simple script to automate submissions correction
CNN_from_scratch_numpy
Implementation of a Convolutional Neural Network with only numpy as a matrix operations tool.
EM-for-HMM
Implementation of the EM algorithm for an HMM model
Gibbs-Sampling-and-Mean-Field-Approximation
Implementation of Gibbs SAmpling algorithm and Mean Field aprroximate inference algorithms
RNN_LSTM_from_scratch_numpy
Implementation of a Recurrent Neural Network and a Long Short Term Memory with only numpy as a matrix operations tool.
Angular-Flashcard-Game
An implementation of the Flashcard Game with Angular as a Front-end
Audio-Classification-Pytorch
In this repository, we use Deep Learning (CNN) to classify sounds from the dataset SpeechCommands.
Bank-Fraud-Detection-PySpark
Using Apache Spark to detect frauds in Python
CRUD-Spring-Boot-Angular-PostgreSQL
A Spring Boot, Angular, and PostgreSQL project to implement CRUD operations. I used VSCode as an IDE.
Kaggle-Competition-rock-paper-scissors
My Kaggle competition submission
KMeans-and-EM-for-GMM
Implementation of KMeans algorithm and EM algorithm for a GMM model
Linear-and-Logistic-Regression-LDA-and-QDA
Implementation from scratch of various linear classification methods
Movie-Recommendation-BERT4Sec
Using Sequence BERT to recommand movies based on users history.
Naive-Bayes-Classifier
Implementation of Naive Bayes Classifier
Object-Detection-YOLO
Implementation in Pytorch of the famous "You Only Look Once" object detection algorithm used in real time systems.
Parzen-Methods
Testing simple machine learning Parzen methods algorithms