Pinned Repositories
ajaxFetchPlay
Article-Label-Prediction-SVM
Support Vector Machine (SVM) for article labels prediction
dynamic_search
FBLikingFeature
Generative-Question-Ansering-GPT2
General purpose abstractive question answering system. Applied a special input feeding technique based on unique tokens.
Long-Text-Classification-DistilBERT
This project uses a pre-trained transformer-based network (DistilBert) to predict the missing labels. It is done by training a classifier head on the DistilBert's bidirectional word representations. After training, the model should predict the missing label, given its corresponding textual features as the input.
Lyrics-Genius-App
A flutter made app for iOS and Android. The app allows the user to generate lyrics in a previously set style. The style is controlled using the following features: genre, artist, song_name, year and own lyrics
POS-NER-Information-Retrieval
Information Retrieval (POS, NER) from articles. I used the extracted information to simplify the job of a classifier that learned to predict missing labels.
Small-Firm-Data-Repository-System
A system that maintains 'human resources' of employees within a small firm. Securely checks which employees are granted access to create/edit/view a number of files: annual reviews, promotions, probations, employee details etc.
Styled-Lyrics-Generator-GPT2
Conditional lyrics generator -> pre-trained GPT2 model fine-tuned on lyrics with features dataset.
adigoryl's Repositories
adigoryl/Styled-Lyrics-Generator-GPT2
Conditional lyrics generator -> pre-trained GPT2 model fine-tuned on lyrics with features dataset.
adigoryl/Long-Text-Classification-DistilBERT
This project uses a pre-trained transformer-based network (DistilBert) to predict the missing labels. It is done by training a classifier head on the DistilBert's bidirectional word representations. After training, the model should predict the missing label, given its corresponding textual features as the input.
adigoryl/Lyrics-Genius-App
A flutter made app for iOS and Android. The app allows the user to generate lyrics in a previously set style. The style is controlled using the following features: genre, artist, song_name, year and own lyrics
adigoryl/ajaxFetchPlay
adigoryl/Article-Label-Prediction-SVM
Support Vector Machine (SVM) for article labels prediction
adigoryl/dynamic_search
adigoryl/FBLikingFeature
adigoryl/Generative-Question-Ansering-GPT2
General purpose abstractive question answering system. Applied a special input feeding technique based on unique tokens.
adigoryl/POS-NER-Information-Retrieval
Information Retrieval (POS, NER) from articles. I used the extracted information to simplify the job of a classifier that learned to predict missing labels.
adigoryl/Small-Firm-Data-Repository-System
A system that maintains 'human resources' of employees within a small firm. Securely checks which employees are granted access to create/edit/view a number of files: annual reviews, promotions, probations, employee details etc.
adigoryl/LyricsGenerationApp
adigoryl/socialweb
adigoryl/vasoplegia
recursive feature selection with voting classifier