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followers: 66.0 following: 34.0 repos: 35.0 gists: 1.0

Name: Toygar Tanyel

Type: User

Company: Istanbul Technical University

Bio: Research Scientist, Medical Imaging and Analysis

🗂 Repository Map                                                                             
┣━━ 📰 Publication
┃   ┣━━ vcce   - interpretable ecg analysis for myocardial infarction detection through counterfactuals
┃   ┣━━ beyond known reality   - beyond known reality: exploiting counterfactual explanations for medical research
┃   ┣━━ save the kid   - deciphering machine learning decisions for distinguishing between posterior fossa tumor types using mri features: what does the data tell us?
┃   ┣━━ lingda   - linguistic-based data augmentation approach for offensive language detection
┣━━ 🔬 Experiments                                                                                  
┃   ┣━━ neuroscience               - neuroscience journal of a cs student
┃   ┣━━ alzheimer                  - mri data handling and classification of alzheimer's disease
┃   ┣━━ genetics of texts          - text classification using genetic algorithm   
┃   ┣━━ ppl-r-stressed             - perceived stress test analysis using ml
┃   ┣━━ map-reduce on big data     - docker-based hadoop implementation for stackoverflow data
┃   ┣━━ resnet                     - naive residual network implementation in pytorch
┃   ┣━━ synthetic                  - synthetic text data augmentation
┃   ┣━━ nlp                        - few essential implementations of nlp algorithms
┃   ┣━━ sentimentr                 - context-(in)dependent model pipeline (Word2Vec-CNN-BiLSTM) on Turkish data                                          
┃   ┣━━ sentimenten                - context-dependent model pipeline (BERT-CNN-BiLSTM) on English data  
┃   ┣━━ disaster analysis        - classification of disaster related tweets (not published)
┃   ┣━━ ethical nlp              - language models and ethical risks in Turkish (not published)
┃   ┣━━ blink                    - blink counter with raspberry pi 2
┃   ┣━━ keylogger                - simple keylogger attack and defense                                                       
┃   ┣━━ image processing         - go deeper in img processing
┣━━ 📦 Starter Packs                                                                                
┃   ┣━━ computer vision          - fundamentals of computer vision                                          
┃   ┣━━ machine learning         - fundamentals of machine learning                                             
┗━━ ⭐ Computer Science                                                                            
    ┣━━ data structures          - data structures and algorithm analysis in c language                                                              
    ┗━━ c programming            - many applications of c language

Toygar Tanyel's Projects

alzheimer

MRI Data Handling and Classification of Alzheimer's Disease

assembly-x8086

Assembly codes

awesome-explainable-ai

A collection of research materials on explainable AI/ML

blinking_counter

Blink counter with Raspberry Pi 2 ~ Term project of Embedded Systems [BLM4021]

brainprep

Preprocessing pipeline on Brain MR Images through FSL and ANTs, including registration, skull-stripping, bias field correction, enhancement and segmentation.

c-programming

A large variety of c programming examples

classification-of-disaster-related-tweets

Comprehensive work about disaster analysis in social media

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

counterfactual-explanations-for-medical-research

What if we could know what might happen in alternative scenarios in the decision space?

cv-keras

Deep Learning examples in Tensorflow2.x

data-preparation

Codes from Data Analysis / Preperation

data-structures

Data Structures with C | BLM2512 & BLM3021

exploring-computer-vision

Fundamentals of computer vision such as image processing, object detection and tracking

exploring-machine-learning

Fundamentals of machine learning: Regression, Classification, Clustering and Model Optimization

genetics-of-texts

Genetic algorithm for text classification | Metin sınıflandırma için genetik algoritma

image-processing

BLM4540 Image Processing

java

OOP Lecture code examples using Java

koaning

language-models-and-ethical-risks

Turkish review of natural language problems and relative in the application areas of the newer major language models observed ethical and social risks

lingda

UBMK 2022 Conference Paper: Linguistic-based Data Augmentation Approach for Offensive Language Detection

magically-basic-modeling-with-pytorch

Fully Nets, RNN, BiLSTM, seq2seq, Transformers and more

mammography-preprocessing

simple full image preprocessing codes for vindr-mammo

markdown_readme

Markdown - you can mark up titles, lists, tables, etc., in a much cleaner, readable and accurate way if you do it with HTML.

matlab

neuroscience

Naive journal of computer engineering student who is trying to know more about brain science.

nlp-implementations-from-scratch

essential implementations of natural language processing algorithms from original papers w/ understanding process

ppl-r-stressed

Stres ve Faktörleri: Makine Öğrenimi Kullanarak Yapılan Bir Analiz | Türkçe'de Algılanan Stres Ölçeği Replikasyonu

resnet-implementation-for-image-classification

Naive Residual Network Implementation for classification tasks as notebook. Check the kaggle link to see the latest notebook.

save-the-kid

Source codes of pediatric posterior fossa brain tumor paper

sentiment-analysis-for-yemeksepeti-reviews

Word2Vec-CNN-BiLSTM model pipeline for Sentiment Analysis on Turkish dataset | Türkçe veri setinde (Yemeksepeti) Duygu Analizi

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