dorukozer Goto Github PK

artificial-intellegence-projects

Includes Search Agents, Expectimax Agents, Alpha Beta Agents, Markov Decision Process Agents

brick-breaker-game

Implemented Strategy Design Pattern for obstacles, Decorator Pattern for special powers. Also contributed actively to main project. This is the term project of Computer Engineering course

clustering-similar-documents

This Project clusters or creates graph like structure based on the similarities of the txt documents. Algorithms & Complexities Term Project

cnn-dropout

computer-vision-classifier-knn-softmax-svm

consuming-continous-data-stream

daily-covid-patients-capacity-allocation-for-a-hospital-in-germany

Prepared weekly COVID bed reservation calendar for a hospital in Germany by solving the related newsvendor problem.

data-science-projects

Projects Includes Logistic Regression, ARIMA, SARIMA, Random Forest, Model Classification on Seasonal Data

ddim-sampler-for-stable-diffusion

exponential-laplace-mechanism-rappor-grr-oue

Implementation of Differential Privacy Methods and Local Differential Privacy Methods

formula-1-statistics-web-application

Web Application Project Managing Relational MySQL Database for F1

functional-programming-projects

Includes programming languages, environments, interpreters and data structures implemented by my during the Functional Programming Language course

generative_adversarial_networks

k-anonimization-techniques

location-based-personalized-food-recommendation-web-application

I trained validated tested the ML models that recommends restaurants. Also I deployed the model making the model available via real-time APIs. This is the Senior Design Project.

machine-learning-projects

Implementations of certain ML models

operating-system-kernel

Seashel Kernel Project

reinforcement-learning-agents

Dynamic Progamming, Monte Carlo, Temproal Difference Agents

rnn

rnn-captioning

security-for-ml-ml-for-security

simple-bird-eye-view-for-autonomous-car-driving

Project creates BEV image of the given multi sensor data from CARLA simulator.

solving-lunar-lander-problem-with-reinforcement-learning

Implemented Double, Dueling, and Priotorized Experience Replays for DQN and experimented.

sql-injection-dictionary-attacks

threads-commentor-main-moderator

Hands-on Experiences with Multi-Threading/Threads

virtual-memory

VM Managment

vision-transformer-vit

visual-captcha-solver-and-evasion

I Implemented and Evaded Automated CAPTCHA solver Agent using Salt and Pepper Noise, Gaussian Noise and Laplace Noise