ozyurtf/agentic-data-assistant

Development of an agentic chatbot for data analytics

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ozyurtf/ozyurtf.github.io

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ozyurtf/mixture-of-experts

Training two separate expert neural networks and one gater that can switch the expert networks.

Language: Python - Size: 10.1 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 7 - Forks: 1

ozyurtf/io-scheduler

Implementation of I/O Scheduling Process in C++

Language: C++ - Size: 4.44 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

ozyurtf/cpu-scheduler

In this project, I applied the most commonly used CPU Scheduling algorithms in C++ and explained the processes/threads, scheduling process, and synchronization.

Language: C++ - Size: 7.77 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

ozyurtf/self-learning

Development of an AI system that enables a simulated vehicle to autonomously back up to a target position from any point in the environment.

Language: Python - Size: 163 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

ozyurtf/decision-making

Implemented Behavior Cloning, DAgger, Double Q-Learning, Dueling DQN, and Proximal Policy Optimization (PPO) in a simulated environment and analyzed/compared their performance in terms of efficiency, stability, and generalization.

Language: Python - Size: 723 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

ozyurtf/attention-cuda

Implementation of multi-head attention in CUDA.

Language: Cuda - Size: 2.14 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

ozyurtf/continual-learning

Exploring how to develop a model that jointly predicts motion (optical flow) and future frames in a sequential manner from the same hidden state.

Language: Python - Size: 106 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 1

ozyurtf/rnn-from-scratch

Language: Python - Size: 2.74 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

ozyurtf/convolutional-neural-networks-from-scratch

Implementation of forward and backward propagation of batch normalization, max pooling, and convolutional neural network from scratch.

Language: Python - Size: 9.77 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

ozyurtf/gpu-programming

Size: 60.5 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

ozyurtf/virtual-memory

A C++ implementation of a virtual memory management system simulator. This project models various page replacement algorithms, including FIFO, Random, Clock, ESC (Enhanced Second Chance), Aging, and Working Set.

Language: C++ - Size: 109 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

ozyurtf/fullstack-data-application

Language: Python - Size: 51.5 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

ozyurtf/attention-and-transformers

The purpose of this project is to understand how the Transformers work and to build a Vision Transformer

Language: Python - Size: 618 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

ozyurtf/neural-network-from-scratch

Developing Feed Forward Neural Network from scratch

Language: Python - Size: 32.2 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

ozyurtf/linker

The goal of this project is to implement the linker which takes the object file and converts it into an executable file.

Language: C++ - Size: 7.24 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ozyurtf/contrastive-joint-embedding

The motivation behind this project is exploring Contrastive Joint Embedding models in depth and developing a model from scratch.

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ozyurtf/hotpot-question-answering

Language: Jupyter Notebook - Size: 28.3 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

ozyurtf/ai4code

The purpose of this project is to create a system that can understand the relationship between the codes and markdowns in Python notebooks.

Language: Python - Size: 7.28 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

ozyurtf/structured-prediction

Language: Python - Size: 296 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0