hrayrmuradyan Goto Github PK

a-b-testing

The simulation of Epsilon-Greedy and Thompson Sampling algorithms for Bayesian A/B Testing. The project shows how both algorithms find the optimal bandit and approximate the rewards of each bandit, given the true reward. Visualizations are done to demonstrate the learning process and convergence.

agegenderprediction

Age and gender prediction from face images. Used the weights from "fairface" to finetune a model on a face dataset taken from kaggle. The model succeeds in predicting the correct gender but fails to provide accurate results for age.

arbitragebetting

Project of web-scraping using Selenium and BeautifulSoup. Storing scraped data in pandas, cleansing, structuring and doing some operations on them.

armtoengtransliteration

Transliteration from Armenian letters to English letters.

customerprofile

An easy-to-use package for customer segmentation using Python.

geneticalgorithm

Solving N-Queens Problem using Genetic Algorithms. Used the components of GAs, which include population initialization, mate selection, crossover, mutation and survivor selection.

hospitaldbms

Hospital Database Management System project done during Databases and Distributed Systems course. The project includes complete ERD and reduction to Relational Schema.

musicgeneration

respiratorysoundanalysis

socialnetworkanalysis

sportimageclassification

Classification of sport images into 100 different sport classes using Convolutional Neural Networks.

stockmarketprediction

Tesla's stock market prediction using Deep Learning. The project is done in LSTM (Long Short-Term Memory)

survivalanalysis

titanicsurvival

Titanic Survival Classification using Machine Learning. The project involves the whole process of creating a complete ML classification model. An in-depth explanation and clarification of the steps.

vocabularygame

Vocabulary game for GRE, SAT or TOEFL vocabulary learning.