Şafak Bilici (@safakkbilici)
github

safakkbilici

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Top repositories

1

YTU-CE

Yildiz Technical University, Computer Engineering Lecture Notes + Slides + Homeworks + Examples
C
166
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2

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
33
star
3

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

Skylab Deep Learning Lecture Notes | 2020-2021 First Term.
Jupyter Notebook
31
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4

Academic-Paper-Title-Recommendation

Supervised text summarization (title generation/recommendation) based on academic paper abstracts, with Seq2Seq LSTM and T5.
Python
23
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5

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

Identifying Medical Diagnoses and Treatable Diseases using pre-trained VGGNet with PyTorch on GPU.
Python
13
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6

Implementation-and-Optimization

Implementation of some Machine Learning and Deep Learning algorithms from scratch.
Python
10
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7

x-tagger

A Natural Language Processing toolkit for sequence labeling in its simplest form.
Python
9
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8

bayesmedaug

Bayesian Optimization Library for Medical Image Segmentation.
Python
9
star
9

Six-Degrees-of-Kevin-Bacon

Breadth First Search implementation on Bipartite Undirected Graph.
C
8
star
10

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

Code for our paper "Variational Sentence Augmentation for Masked Language Modeling", ASYU 2021.
Python
7
star
11

Conditional-Variational-Transformer

Code for our paper "Transformers as Neural Augmentors: Class Conditional Sentence Generation via Variational Bayes", arXiv preprint arXiv:2205.09391, 2022.
Python
7
star
12

notes

5
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13

OpenCARGO

A cargo submitting, tracking application written in Java 1.8. GUI is implemented in Java Swing and Database is implemented with MySQL.
Java
5
star
14

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.
Java
5
star
15

safakkbilici.github.io

My personal nerdy website.
JavaScript
3
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16

Name-Classification-By-Nations

Name classification by nations using character-level Recurrent Neural Networks, including Turkish name dataset.
Python
2
star
17

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
2
star
18

Simple-Language-Model-With-LSTM

Train your text data with fine-tuned word level LSTM.
Python
1
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