mh-malekpour Goto Github PK

airline-sentiment-analysis

Sentiment analysis of microblog data flow.

awesome-text2sql

Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

aws-cluster-benchmarking

Cluster Benchmarking using EC2 Virtual Machines and Elastic Load Balancer (ELB)

aws-db-scaling-and-design-patterns

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.

charity

Blockchain course project with hyperledger composer.

chat-harassment-detection

An NLP-based solution for detecting harassment in user chats, developed for the Divar platform's Health Hackathon.

covid-global-data

R package for capturing and visualizing covid-19 data of Johns Hopkins University.

database-course-projects

Database course homework and project.

ddpm-pytorch-implementation

Implementation of Differentiable Diffusion Probabilistic Models (DDPM) for image generation on the MNIST dataset using PyTorch.

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.

django-blog

This project is my effort to learn Django.

flask-blog

A Flask-based mini-project for learning purposes, featuring the development of a blog application.

houzz-scrapy

Crawl houzz.com data by scrapy.

human-activity-recognition

Performing Human Activity Recognition using MLP and 1D CNN on accelerometer data to classify activities like Walking, Jogging, Sitting, etc.

iran-covid19

Iran confirmed, recovered and deaths cases visualization with ggplot2.

mh-malekpour.github.io

personal academic website.

ml-satd-quantification

A research project analyzing and quantifying the resolution efforts of Self-Admitted Technical Debt (SATD) in Machine Learning (ML) projects.

ml2021

This repository contains the materials and links for the Machine Learning (M.Sc) course, given on Fall 2021 at Amirkabir University of Technology. I am the teaching assistant of this course.

ner

Arabic Named-entity recognition.

persian-spam-detection

Email spam detection for the Persian language.

rest-api-directory

A REST API Web Directory using Flask.

sentiment-analysis

Comparative analysis of RNN and Transformer models for sentiment analysis on Yelp Polarity dataset, incorporating LSTM, attention mechanisms, and LayerNorm.

simclr-pytorch-implementation

Implementation of the SimCLR algorithm for contrastive learning of visual representations using PyTorch, with experiments on the STL-10 dataset.

sudoku-csp

CSP stands for Constraint Satisfaction Problem.

task-manager

Advanced programming course project.

tictactoe-alphabetapruning

It is an adversarial search algorithm used commonly for machine playing of two-​player games (Tic-tac-toe, Chess, Go, etc.)

usairlines-tweets-dashboard

This application is a Streamlit dashboard used to analyze sentiments of US Airlines tweets.