safakkbilici/Implementation-and-Optimization

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safakkbilici/Implementation-and-Optimization

safakkbilici

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Implementation of some Machine Learning and Deep Learning algorithms from scratch.

YTU-CE

Yildiz Technical University, Computer Engineering Lecture Notes + Slides + Homeworks + Examples

Synthetic-Music-Generation-with-Deep-Neural-Networks

Generating music with Vector Quantized Variational Autoencoders plus Scalable Sparse Transformer: "JukeBox". Code for inzva ai projects #5.

Jupyter Notebook

Deep-Learning-Lecture-2020-2021-First-Term

Skylab Deep Learning Lecture Notes | 2020-2021 First Term.

Jupyter Notebook

Academic-Paper-Title-Recommendation

Supervised text summarization (title generation/recommendation) based on academic paper abstracts, with Seq2Seq LSTM and T5.

Classification-On-Chest-X-Ray-Diagnosis-Images

Identifying Medical Diagnoses and Treatable Diseases using pre-trained VGGNet with PyTorch on GPU.

x-tagger

A Natural Language Processing toolkit for sequence labeling in its simplest form.

bayesmedaug

Bayesian Optimization Library for Medical Image Segmentation.

Six-Degrees-of-Kevin-Bacon

Breadth First Search implementation on Bipartite Undirected Graph.

Variational-Sentence-Augmentation-For-Masked-Language-Modeling

Code for our paper "Variational Sentence Augmentation for Masked Language Modeling", ASYU 2021.

Conditional-Variational-Transformer

Code for our paper "Transformers as Neural Augmentors: Class Conditional Sentence Generation via Variational Bayes", arXiv preprint arXiv:2205.09391, 2022.

notes

OpenCARGO

A cargo submitting, tracking application written in Java 1.8. GUI is implemented in Java Swing and Database is implemented with MySQL.

Fly-By-Night

A flight tracking application with GUI, that has features like add flight,delete flight, update flight, add weekday of a flight, delay flight etc. Flights automatically fly by multithreading.

safakkbilici.github.io

My personal nerdy website.

Name-Classification-By-Nations

Name classification by nations using character-level Recurrent Neural Networks, including Turkish name dataset.

Exploring-The-Limits-Of-Data-Augmentation-For-Retinal-Vessel-Segmentation

Code for our paper "Exploring The Limits of Data Augmentation for Retinal Vessel Segmentation", arXiv preprint arXiv:2105.09365, 2021.

Jupyter Notebook

Simple-Language-Model-With-LSTM

Train your text data with fine-tuned word level LSTM.