sairbarbaros
I am interested in robotics, machine learning, and neuroscience.
Middle East Technical UniversityTurkey
Pinned Repositories
Cancer-Cell-Classifier-High-Acc
Predict which cell is cancerous with 96% accuracy using SVM machine learning algorithm.
CNN_Architectures
Including ResNet50, AlexNet, LeNet-5, and VGG-16. This is written by me step by step, you can gain a better insight into these CNN architectures.
CO2-Emission-Predictor-with-Regression
Predict carbondioxide emissions of cars based on their models, engine sizes, cylinders, etc. using regression. The model has a 88% accuracy. The dataset is present in the repo.
convettes
A convolutional neural network library written by me step-by-step using only numpy.
Customer_Churn_Prediction
Predict if the customers will leave the service or not with 80% accuracy using Logistic Regression.
deepcancer
Detect and segment brain tumors precisely and fast.(accuracy=94%)
Drug-Recommender-for-Patients
Pick the best drug for patients with 100% accuracy using decision tree algorithm.
mazesolver-algorithm-for-robots
This code intends to make the robot find its way in a maze. This code is an implementation of Tremaux Algorithm. This code guarantees to solve every maze available. You can find its predecassor in my previous repository.
neurettes
A neural network library for Python. It is written by me step by step, and only uses the Numpy library.
tremaux-mazesolver
This code is an application of Tremaux Algorithm. It was designed for a maze-solving robot attending to BROCUP competition. This code creates an array simulation to test the validity of the algorithm.
sairbarbaros's Repositories
sairbarbaros/Cancer-Cell-Classifier-High-Acc
Predict which cell is cancerous with 96% accuracy using SVM machine learning algorithm.
sairbarbaros/Drug-Recommender-for-Patients
Pick the best drug for patients with 100% accuracy using decision tree algorithm.
sairbarbaros/mazesolver-algorithm-for-robots
This code intends to make the robot find its way in a maze. This code is an implementation of Tremaux Algorithm. This code guarantees to solve every maze available. You can find its predecassor in my previous repository.
sairbarbaros/neurettes
A neural network library for Python. It is written by me step by step, and only uses the Numpy library.
sairbarbaros/deepcancer
Detect and segment brain tumors precisely and fast.(accuracy=94%)
sairbarbaros/tremaux-mazesolver
This code is an application of Tremaux Algorithm. It was designed for a maze-solving robot attending to BROCUP competition. This code creates an array simulation to test the validity of the algorithm.
sairbarbaros/CNN_Architectures
Including ResNet50, AlexNet, LeNet-5, and VGG-16. This is written by me step by step, you can gain a better insight into these CNN architectures.
sairbarbaros/CO2-Emission-Predictor-with-Regression
Predict carbondioxide emissions of cars based on their models, engine sizes, cylinders, etc. using regression. The model has a 88% accuracy. The dataset is present in the repo.
sairbarbaros/convettes
A convolutional neural network library written by me step-by-step using only numpy.
sairbarbaros/Customer_Churn_Prediction
Predict if the customers will leave the service or not with 80% accuracy using Logistic Regression.
sairbarbaros/fundamentals_of_neural_networks
This repository includes the building blocks of a general neural network. It is written by me step by step, and aimed to explain "the mysterious process" behind neural networks. You can find explanation of the algorithms like forward-propagation, back-propagation, gradient descent, and much more there! Take a look!
sairbarbaros/improving_neural_networks_performance
This repository helps you to improve the performance of your own neural networks. You can learn about implementing the algorithms like L2 and dropout regularization, optimization algorithms like adam and momentum, mini-batches, parameter initialization, and more! Take a look if you want to train your model to be faster and more accurate!
sairbarbaros/sairbarbaros
Greetings from Istanbul, Turkey! I am 18 years old student interested in computational neuroscience, AI, neuromorphologic computing, and composing music. Currently, I study Electrical-Electronics Engineering in METU, the best technical university of Turkey according to QS, Times Higher Education, CWUR, et cetera. I am in Robotics Society of my university, and won various awards with my team, including in maze-solving and design-build categories. I am also Co-Founder of Parallel Technologies, which is a project team/enterprise based in METU. Moreover, I take courses from Coursera to advance my knowledge in this topics. Because to me, this topics hold the power of changing the world. You can find more about me in https://www.linkedin.com/in/barbaros-%C5%9Fair-5b373b21b. Please check it out!
sairbarbaros/twinlines_follower
This code aims to follow the line between two lines. It outputs the degree between the middle line and the line which splits the frame in half vertically.
sairbarbaros/House_Price_Predictor
Predict house prices with over 75% accuracy using decision tree regression algorithm. The dataset is in repo.
sairbarbaros/Telecom_Customer_Service_Predictor
Predict the services used by telecom customers based on their demographic data with K-Nearest Neighbors algorithm. The dataset is present in this repo.