yigityalin

coaction

A library for multi-agent learning that aims to accelerate the research.

digital-design

My lab solutions for the CS 223 (Digital Design) course at Bilkent University.

calendy

cart-pole

A DQN implementation based on https://homl.info for CartPole environment (https://www.gymlibrary.ml/environments/classic_control/cart_pole/).

hackerrank-data-structures

Solutions for HackerRank data structures challenges.

hackerrank-sql

Solutions for HackerRank SQL challenges.

house-prices-advanced-regression-techniques

Kaggle competition - House Prices - Advanced Regression Techniques

intro_to_ml

Homework Solutions for CS 464 (Introduction to Machine Learning) course at Bilkent University

learning-and-filtering

Implementation of some learning algorithms and Kalman filter.

leetcode-problems

My solutions for LeetCode problems

MLRI

MLRI - MRI Classification via Transfer Learning

music-generator

Generate Bach-like music using Johann Sebastian Bach Chorales Dataset (code based on https://homl.info)

nb-enumerator

A Python script to enumerate the code cells in .ipynb files.

neural_networks

EEE 443 (Neural Networks) Course Project at Bilkent University

OneCycleScheduler

Keras callback for OneCycleScheduler

quantization-and-partial-observations

Q-Learning Implementation for quantized state spaces and POMDPs. Q-value logs for finite window policies are omitted due to the file size.

ReduceLROnPlateauOnBatch

ReduceLROnPlateauOnBatch

rl-and-dp

Homework Solutions for EEE 448 (Reinforcement Learning and Dynamic Programming) Course at Bilkent University

statistical_learning

Ridge Regression, SVR and fully connected neural network implementations from scratch and their tests on the Diamond dataset.

talent-scout

A Django based web app that helps the user make automated searches from GitHub mainly and extract information.

titanic

Kaggle competition - Titanic - Machine Learning from Disaster

TodoApp

A simple Angular project