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deploying-machine-learning-models

Code for the online course "Deployment of Machine Learning Models"

linear-algebra

Simple examples of linear algebra exercises

lithuanian_text_summarization

MBart finetuning for Lithuanian news articles summarization.

multi-task-learning

Multi-task learning project, where the main task has very little data, but the auxiliary task has a lot of data. The expectation is that the data from the second task will generalise the model well and then a small amount of data from the first task will be sufficient to train the network and avoid the overfiting problem. The main task is binary classification, the auxiliary task is regression

named-entity-recognition-from-pdf

Train NER model for extracting custom tags from PDF documents in Lithuanian

news_scraper

These news scrapers were created for the final bachelor's thesis, text datasets were collected (an article and its summary), and finally a neural network was trained to generate text summaries in Lithuanian

phidata

Build AI Assistants with memory, knowledge and tools.

product-type-classification-nlp

Product type classification from its name and discription Given a training set for product type classification. The task is to build a model to predict the column label, using the other columns as input

tarasevic-r.github.io

time-series

time series analysis

vgtu

VGTU labaratoriniai darbai ir kitos uzduotys

vgtu_laboratoriniai_darbai

Įvairūs laboratoriniai darbai atlikti studijavimo metu

vibro-acoustic

Vibro-acoustic signal analysis, bearing fault detection