Mohammadhossein Malekpour's repositories
Chat-Harassment-Detection
An NLP-based solution for detecting harassment in user chats, developed for the Divar platform's Health Hackathon.
Flask-Blog
A Flask-based mini-project for learning purposes, featuring the development of a blog application.
Deploying-ML-Model-on-AWS
Deploy Flask web apps with ML model inference in Docker containers on AWS EC2. Includes setup and scalable deployment instructions.
Houzz-Scrapy
Crawl houzz.com data by scrapy.
Iran-Covid19
Iran confirmed, recovered and deaths cases visualization with ggplot2.
Bank-Loan-Modelling
Exploring customer conversion from liability to personal loan customers for a bank through EDA and classification modeling, using demographic and banking data to predict acceptance of personal loans.
Database-Course-Projects
Database course homework and project.
REST-API-Directory
A REST API Web Directory using Flask.
Task-Manager
Advanced programming course project.
USAirlines-Tweets-Dashboard
This application is a Streamlit dashboard used to analyze sentiments of US Airlines tweets.
Airline-Sentiment-Analysis
Sentiment analysis of microblog data flow.
Covid-Global-Data
R package for capturing and visualizing covid-19 data of Johns Hopkins University.
Django-Blog
This project is my effort to learn Django.
ML-SATD-Quantification
A research project analyzing and quantifying the resolution efforts of Self-Admitted Technical Debt (SATD) in Machine Learning (ML) projects.
Persian-Spam-Detection
Email spam detection for the Persian language.
TicTacToe-AlphaBetaPruning
It is an adversarial search algorithm used commonly for machine playing of two-player games (Tic-tac-toe, Chess, Go, etc.)
AWS-Cluster-Benchmarking
Cluster Benchmarking using EC2 Virtual Machines and Elastic Load Balancer (ELB)
Sudoku-CSP
CSP stands for Constraint Satisfaction Problem.
Human-Activity-Recognition
Performing Human Activity Recognition using MLP and 1D CNN on accelerometer data to classify activities like Walking, Jogging, Sitting, etc.
Sentiment-Analysis
Comparative analysis of RNN and Transformer models for sentiment analysis on Yelp Polarity dataset, incorporating LSTM, attention mechanisms, and LayerNorm.
Awesome-Text2SQL
Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.
DDPM-PyTorch-Implementation
Implementation of Differentiable Diffusion Probabilistic Models (DDPM) for image generation on the MNIST dataset using PyTorch.
mh-malekpour.github.io
personal academic website.
SimCLR-PyTorch-Implementation
Implementation of the SimCLR algorithm for contrastive learning of visual representations using PyTorch, with experiments on the STL-10 dataset.