AlperSayan

Car-Pricing-Prediction-by-Linear-Regression-Data-Science

predicts one of the most well-known regression problems, which is Car Pricing Prediction by some features (e.g. the age of car, selling price, fuel type etc.).

chest-Xray-Disease-Detection-CheXpert-Deep-Learning

We have implemented various Artificial Neural Networks to evaluate and compare the performances of different kinds of models such as Single Layer Perceptron’s, Multi-Layer Perceptron’s and Convolutional Neural Networks.

extend-Morphological-Disambiguator

Extending morphological disambiguator package to disambiguate words

Gaussian-parametric-classification

parametric classification where class densities are assumed to be Gaussian

Hand-Written-Digit-Recognition

Using different Machine Learning algorithms to predict handwritten digits (MNIST)

Hate-Speech-Detection

Detecting hate speeches using different ML algorithms in English and Turkish

Image-Reconstruction-using-Deep-Encoder-Decoder-Network

a deep encoder-decoder network architecture on the CelebA dataset

imageClasificationWithBOF

classify the dataset via bag of features (Computer Vision)

NegotiationAgent

A negotiation agent prepared for Introduction to AI course

Solving-N-Puzzle-Problem-with-Search-Algorithms

Solving N-Puzzle Problem with Search Algorithms with the following search algorithms BFS, DFS, UCS, A*

AlperSayan/imageClasificationWithBOF

classify the dataset via bag of features (Computer Vision)

AlperSayan/Image-Reconstruction-using-Deep-Encoder-Decoder-Network

a deep encoder-decoder network architecture on the CelebA dataset

AlperSayan/NegotiationAgent

A negotiation agent prepared for Introduction to AI course

AlperSayan/Solving-N-Puzzle-Problem-with-Search-Algorithms

Solving N-Puzzle Problem with Search Algorithms with the following search algorithms BFS, DFS, UCS, A*

AlperSayan/Car-Pricing-Prediction-by-Linear-Regression-Data-Science

predicts one of the most well-known regression problems, which is Car Pricing Prediction by some features (e.g. the age of car, selling price, fuel type etc.).

AlperSayan/chest-Xray-Disease-Detection-CheXpert-Deep-Learning

We have implemented various Artificial Neural Networks to evaluate and compare the performances of different kinds of models such as Single Layer Perceptron’s, Multi-Layer Perceptron’s and Convolutional Neural Networks.

AlperSayan/extend-Morphological-Disambiguator

Extending morphological disambiguator package to disambiguate words

AlperSayan/Gaussian-parametric-classification

parametric classification where class densities are assumed to be Gaussian

AlperSayan/Hand-Written-Digit-Recognition

Using different Machine Learning algorithms to predict handwritten digits (MNIST)

AlperSayan/Hate-Speech-Detection

Detecting hate speeches using different ML algorithms in English and Turkish

AlperSayan/Image-Classification-Dimensionality-Reduction-sklearn-data-science

Solves the problem of image classification by using 5 different well-known classification methods, which are namely K-Neighbors, Perceptron, SVM, Decision Trees and Random Forests

AlperSayan/Image-Compression-by-K-Means-Clustering-Sklearn

t solves the problem of image compression by using one of the well-known clustering methods, which is called KMeans Clustering.

AlperSayan/MicroservicesSpringEurekaFeign

AlperSayan/models

Models and examples built with TensorFlow

AlperSayan/n-gram-sentence-generation-NLP

Using uni-bi-tri gram models to generate sentences

AlperSayan/Nearest-mean-and-k-nearest-neighbor-classification-from-scratch

nearest-mean and k-nearest neighbor (k-NN) algorithms on a subset of the MNIST dataset.

AlperSayan/Oscar

Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks

AlperSayan/simple-lesk-algorithm-for-word-sense-disambiguation

write and validate the simple Lesk algorithm for Word Sense Disambiguation

AlperSayan/SLP-MLP-From-Scratch-MNIST

Single Layer Perceptron and a Multi-Layer Perceptron. You are going to train and test the implemented algorithms on the MNIST dataset

AlperSayan/Solving-Travelling-Salesman-Problem-with-Genetic-Algorithm

AlperSayan/SudokuPuzzleDetectionHoughTransform

Sudoku puzzle detection using opencv and python

AlperSayan/SudokuPuzzleRecognition

recognize the digits in the detected sudoku image

AlperSayan/wordtovec-algorithm-skip-gram-analogy-task

Train wordtovec algorithm with skip gram, Select 10 cases for the analogy task. Find 10 most frequent words (non-stop words) in the corpus. Find the 10 nearest words to these 10 words