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Maliheh Izadi's Projects

catiss icon catiss

CatIss is an intelligent tool for automatic categorization of issue reports based on the RoBERTa model.

csrankings icon csrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

human-eval icon human-eval

Code for the paper "Evaluating Large Language Models Trained on Code"

hybrid-linker icon hybrid-linker

A hybrid method for recovering links between issue reports and their respective commits

issuereportsmanagement icon issuereportsmanagement

Automatically managing Collectively-curated issue reports for maintenance and evolution goals of the software repositories, using state-of-the-art machine learning models.

linkformer icon linkformer

Automatic Contextualised Link Recovery of Software Artifacts in a Cross-Project Setting

ml4se icon ml4se

Minimal tutorial on making a simple website with GitHub Pages

neuralcodecompletion icon neuralcodecompletion

The implementation of the IJCAI 2018 paper: Code Completion with Neural Attention and Pointer Networks

nlp4se_eval icon nlp4se_eval

On the evaluation of NLP-based models for Software Engineering

slp-core icon slp-core

Your library for dynamic language modeling

softwaretagrecommender icon softwaretagrecommender

A tag recommender based on SOTA machine learning algorithms to automatically recommending tags to software repositories.

x-transformer icon x-transformer

X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification

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