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advanced_ml_course_projects

Practical projects of the Advanced ML Course offered by Prof. M. Soleymani at Sharif University of Technology.

adversarially_trained_discriminator

This repository contains the code for the paper "Your Out-of-Distribution Detection Method is Not Robust!" which introduces the Adversarially Trained Discriminator (ATD) for improving out-of-distribution (OOD) detection by leveraging a pre-trained robust model and generator to handle adversarial examples.

borderless_azerbaijani_processing

This repository showcases a Transformer-based approach for Azerbaijani transliteration, bridging the gap between Persian and Latin scripts to facilitate seamless communication and cultural exchange, as accepted at IJCNLP-AACL 2023.

dl_course_projects

Practical projects of the DL Course offered by Dr. H. Beigy at Sharif University of Technology.

iranian_azerbaijani_preprocessing

This repository focuses on preprocessing Iranian Azerbaijani text data.

lmops

General technology for enabling AI capabilities w/ LLMs and MLLMs

openood

Benchmarking Generalized Out-of-Distribution Detection

parsi.io

a comprehensive set of modules for Persian language processing

persian_news_classification

This project utilizes ParsBERT and logistic regression to classify news articles into different categories based on their content.

reihanehzohrabi.github.io

security_and_privacy_in_ml_course_projects

This repository showcases practical machine learning projects completed during the 'Security and Privacy in Machine Learning' course, covering topics such as adversarial attacks, defenses, and privacy-preserving techniques.

text_completion_for_persian