highcansavci

mta-gtfs-rl-irl

This project explores the application of Reinforcement Learning (RL) and Inverse Reinforcement Learning (IRL) to optimize bus transit schedules using real-world transit data. The primary objective is to develop a predictive model that can generate efficient bus schedules, reduce delays, and improve the reliability of public transportation services.

multi-agent-chess-game

Implementation of AlphaZero RL algorithm and a chess game is written and created like a Gym environment for the simulation.

reinforcement-learning

Reinforcement Learning Study and Codes

reinforcement-learning-a3c

Learning the A3C RL algorithm

reinforcement-learning-arl-airl

Implementation of ARL(Adversarial Reinforcement Learning)-AIRL(Adversarial Inverse Reinforcement Learning) with the DDPG backbone. Basically, two discriminators are used to discriminate reward estimation and actual reward for one task and to discriminate the superior IRL policy with emerging RL policy.

reinforcement-learning-intermediate

Learning advanced RL techniques and DQN.

reinforcement-learning-ppo

Implementation of PPO RL algorithm and application of the LunarLander game.

SoFake

DeepFake Detection Using rPPG

SwapIT

Mini-DeepFaceLab

werewolf-by-gan

GAN colorization project with the movie The Lighthouse. Special thanks to ArVis Technology for allowing the usage of their GPU for the project.

highcansavci/reinforcement-learning

Reinforcement Learning Study and Codes

highcansavci/analyze_bitcoin_price

Analzying Bitcoin prices using the machine learning techniques written from the scratch.

highcansavci/can.github.io

GitHub Pages

highcansavci/reinforcement-learning-a3c

Learning the A3C RL algorithm

highcansavci/reinforcement-learning-intermediate

Learning advanced RL techniques and DQN.

highcansavci/cnn-from-scratch

highcansavci/cnn_from_scratch

Implementation of CNN on CPU and usage of the model on MNIST dataset using LeNet-5 architecture.

highcansavci/cs492

Graduation project

highcansavci/deep-chess

PyTorch Implementation of Arcane Chess

highcansavci/dl_scratch

The small project is created to understand neural networks

highcansavci/filters

Implementation of filters in Python

highcansavci/highcansavci

Config files for my GitHub profile.

highcansavci/learn-pytorch

Learning PyTorch

highcansavci/learn_tensorflow2.0

Learning Tensorflow 2.0

highcansavci/milli-takim

highcansavci/naive-bayes-markov-model

Markov Model from Scratch

highcansavci/nlp-dl-notebooks

NLP Notebooks about Deep Learning, Tensorflow, Keras etc.

highcansavci/nlp-notebooks

Various NLP notebooks which contain small scripts

highcansavci/path-to-dl

highcansavci/poem-generator

Generate Poems Using Markov Model

highcansavci/predicting-turkish-cyphers

Predicting Turkish Cyphers Using Markov Model and Genetic Algorithms

highcansavci/pytorch-gan

Working on GANs and Variational Autoencoders

highcansavci/reinforcement-learning-a2c

Implementation of A2C RL algorithm and application of the Breakout atari game.

highcansavci/reinforcement-learning-es-flappy-bird

Implementation of ES RL algorithm and application of the FlappyBird game.

highcansavci/rl-workshop

Hands-on Reinforcement Learning Workshop using Python

highcansavci/solid-example

highcansavci/solidity-examples

A smart contract example to make two kittens share their food stash location.

highcansavci/SudokuSolver

Realtime Webcam Sudoku Solver

highcansavci/The-C-20-Masterclass-Source-Code

Source code for the C++ 20 Masterclass on udemy

highcansavci/tilesgui

Simple project on putting the tiles with various shapes randomly and calculating the remaining area.