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Elaheh Aghaarabi's Projects

biosentvec icon biosentvec

BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

gd icon gd

Gradient Descent Optimizer is implemented to compare AdaGrad and Robbins Monro learning rates.

imdb_sa icon imdb_sa

Sentiment Analysis of IMDB reviews using LR, Naive Bayes and SVC

javaapplication icon javaapplication

A Java application is developed and connects to a database to manage food orders, bills, employee information and timesheet for a food truck business.

machine-learning icon machine-learning

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

orcid icon orcid

ORCID profiles data extraction through xml parsing

publication_classifier icon publication_classifier

A multi_class publication classifier is developed in PyTorch to classify PubMed publications into four different categories, Group Randomized Trial (GRT), Individually Randomized Group Treatment Trials (IRGT), Stepped Wedge Group-Randomized Trial (SWGRT) and negative classes. PubMedBERT model is fine-tuned using historical data to fit the data.

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