tanyelai / neuroscience

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

🗂 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