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100daysofcode-python-developer-portfolio

cankobanz

Config files for my GitHub profile.

classification-of-brain-tumors-with-cnn-by-using-an-augmented-dataset

Classification of brain tumors with CNN is applied. After that, experiments are repeated with augmented dataset.

cnn-from-scratch

Trying implementation of convolutional neural network (CNN) from scratch. Only using numpy.

decision-boundary-of-a-neural-network-with-relu

Traininig a simple neural network with ReLU activation function to classify the data.

discrete-event-simulator-excelfed

This is a school project from Data Structures and Algorithms course where Priority Queues are used effectively. It is an application of discrete event simulation where and is an quite complex problem. The aim of the project is to serve as much as player that come to the tennis court at discrete times for different services. The project graded as 100/100 by the course instructors.

dormitory-allocation-simulation

This is a school project from Data Structures and Algorithms course where simulating the distribution of students to houses by sticking some restrictions. Not any complex data structures or algorithms are applied on this project just some arraylist structure is used. This is more like a warm-up project to course.

hidden-markov-model

Simple hidden markov model is applied.

machine-learning-projects

Machine learning course projects are contributed.

maximum-flow-modelling-on-network-flow-graph

This is a school project from Data Structures and Algorithms course where network flow graph, Dinic's Algorithm are used effectively. It is an application of finding maximum flow on network flow graphs. The aim of the project is make sure to supply as many flow from source to sink.

minimum-spanning-tree-and-shortest-path-finder-on-graph

This is a school project from Data Structures and Algorithms course where graphs, Prim's Algorithm and Dijkstra's Algorithm are used effectively. It is an application of finding shortest path and minimum spanning tree on graphs. The project is thematized with legendary love story of Leyla and Mecnun. The aim of the project is brought together Leyla and Mecnun. And then, taking them to their honeymoon if it is possible.

multi-agent-vacuum-cleaners

Minimax algorithm and alpha-beta pruning are applied to solve competing vacuum cleaners that want to clean a room from dirts.

multithreaded-scientific-search-engine

This is a school project from Operating Systems course where threads, mutexes, semaphores, task pools and critical sections are used effectively to ensure synchronization among threads.

obstacle-game

This is a Unity game coded in C# to practice basic concepts. The course followed is Complete C# Unity Game Developer 3D by Rick Davidson, SECTION 2.

remote-procedure-call-on-server-client-communication

This is a school project from Operating Systems course where local procedure, remote procedure control (RPC), piping, forking, child and parent processes are used effectively.

rocket-game

This is a Unity game coded in C# to practice basic concepts. The course followed is Complete C# Unity Game Developer 3D by Rick Davidson, SECTION 3.

understanding-supercapacitor-charge-discharge-rates-using-machine-learning

The project aims to design machine learning algorithm which is able to predict energy densities of supercapacitors by using input data that is enriched from the results came from image processing techniques.

vacuum-cleaner-robot

Robot that cleans room from dirts. Finds the optimum path eventually. Same algorithms are applied as in finding path to escape a maze.

vae-and-gan-training-on-mnist-dataset

Handwritten Digit Generation with VAE and GAN are applied.