meliksahturker/cmpe586-project

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Created 11 months ago
Updated 11 months ago

meliksahturker/cmpe586-project

meliksahturker

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LSTM-VAE

LSTM Variational AutoEncoder

VAEWGANGP

VAE-WGAN-GP implementation in tensorflow

Turkish-NLP-Preprocessing-module

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

Jupyter Notebook

pixelnorm

Pixel Normalization Layer in tensorflow Keras

Iterated-Prisoner-s-Dilemma-Framework

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

hash

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

Definite-Clause-Grammar-DCG

DCG parser for English with additional context specific features

Brownian-Motion-Simulation

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

Jupyter Notebook

revenue-forecasting-with-arima-and-fbprophet

Local revenue forecasting competition submissions with ARIMA and fbprophet

Jupyter Notebook

dynamicprogramming

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

ML-Stacking-Framework

Machine Learning stacking/ensembling framework

Jupyter Notebook

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

Jupyter Notebook

ring-lattice

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

Jupyter Notebook

NetGen

Network Generator framework that simulates daily interactions in an urban town

MLP-from-scratch-XOR

Multilayer Perceptron implemented via NumPy for XOR problem

Jupyter Notebook

decisiontree

Decision Tree from scratch with customizable and standardized Gini/Entropy

Jupyter Notebook

graphsearch

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

minimax

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

Turkish-Broadcast-News-Generation

Pre-trained model that generates Turkish broadcast news

Jupyter Notebook

Python-List-vs-NumPy-Array

Comparison of Python List and NumPy Array when appending new data

Jupyter Notebook

hate2music

HTGAA20 Project Report

Utility-Functions-for-ML-DL

Heap

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

tree-graph-search

Tree/Graph Search algorithms implemented in C++

NLP-word-syntactic-classification-anomaly-detection

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

Jupyter Notebook