Maliheh Izadi's Projects
Approaching (Almost) Any Machine Learning Problem
A curated list of awesome computer vision resources
CatIss is an intelligent tool for automatic categorization of issue reports based on the RoBERTa model.
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.
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.
Code for the paper "Evaluating Large Language Models Trained on Code"
A hybrid method for recovering links between issue reports and their respective commits
Codebase for our paper: https://dl.acm.org/doi/abs/10.1145/3385032.3385052
Automatically managing Collectively-curated issue reports for maintenance and evolution goals of the software repositories, using state-of-the-art machine learning models.
Automatic Contextualised Link Recovery of Software Artifacts in a Cross-Project Setting
Minimal tutorial on making a simple website with GitHub Pages
The implementation of the IJCAI 2018 paper: Code Completion with Neural Attention and Pointer Networks
On the evaluation of NLP-based models for Software Engineering
Categorizing software repositories
SERG web site
Your library for dynamic language modeling
A tag recommender based on SOTA machine learning algorithms to automatically recommending tags to software repositories.
X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification