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brownian-motion-simulation

I conducted Brownian Simulation and inspected the distribution/probability of particle being in specific locations

cmpe586-project

cyk-parser-with-turkish-cfg

Implementation of CYK algorithm to act as a recognizer and parser with Turkish CFG.

decisiontree

Decision Tree from scratch with customizable and standardized Gini/Entropy

definite-clause-grammar-dcg

DCG parser for English with additional context specific features

dynamicprogramming

nested dynamic programming where a sub calculation is also dynamically written, implemented in C++

graphsearch

BFS, Dijkstra, Prim, Kruskal algorithms implemented in C++

hash

Hashing that places passengers to seat according to passenger type in recursive way implemented in C++

hate2music

HTGAA20 Project Report

heap

Heap that sorts according to two variables implemented in C++

iterated-prisoner-s-dilemma-framework

Framework for Iterated Prisoner's Dilemma where agents have memory and forgetting strategy with continuous cooperation characteristic

lstm-vae

LSTM Variational AutoEncoder

meliksahturker

minimax

Minimax, alpha-beta pruning, expectiminimax algorithms implemented in C++ with custom heuristics

ml-framework-for-classification

Machine Learning framework for classification that scales the data, searches parameters and returns metrics accuracy, balanced accuracy, recall, precision and fscore

ml-stacking-framework

Machine Learning stacking/ensembling framework

mlp-from-scratch-xor

Multilayer Perceptron implemented via NumPy for XOR problem

multitask-learning-with-keras

netgen

Network Generator framework that simulates daily interactions in an urban town

nlp-word-syntactic-classification-anomaly-detection

word language classification and junk word detection (anomaly/novelty detection)

pixelnorm

Pixel Normalization Layer in tensorflow Keras

python-list-vs-numpy-array

Comparison of Python List and NumPy Array when appending new data

revenue-forecasting-with-arima-and-fbprophet

Local revenue forecasting competition submissions with ARIMA and fbprophet

ring-lattice

Inspection of Ring Lattice and bridge in middle in terms of graph properties and disease spreading

tree-graph-search

Tree/Graph Search algorithms implemented in C++

turkish-broadcast-news-generation

Pre-trained model that generates Turkish broadcast news

turkish-nlp-preprocessing-module

Preprocessing tool for Turkish NLP that contains tokenizer, normalizer, stop-word eliminator and stemmer

utility-functions-for-ml-dl

vaewgangp

VAE-WGAN-GP implementation in tensorflow