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nashid's Projects

flexeme icon flexeme

This project provides several implementations for commit untangling and proposes a new representation of git patches by projecting the patch onto a PDG.

fold icon fold

Deep learning with dynamic computation graphs in TensorFlow

fosterer icon fosterer

Source code for "Fine-grained Semantic Analysis between Code and Comments"

funcgnn icon funcgnn

CFG based program similarity using Graph Neural Networks

function-level-vulnerability-assessment icon function-level-vulnerability-assessment

Reproduction package of the paper "On the Use of Fine-grained Vulnerable Code Statements for Software Vulnerability Assessment Models" in Mining Software Repositories (MSR) 2022

funded_nisl icon funded_nisl

FUNDED is a novel learning framework for building vulnerability detection models.

g2g-transformer icon g2g-transformer

Pytorch implementation of “Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement”

gan-apg icon gan-apg

GANs for Automated Patch Generation

gapminder icon gapminder

Using Shiny-apps in R to create an interactive dashboard using Gapminder data

gdown icon gdown

Download a large file from Google Drive (curl/wget fails because of the security notice).

gfc-util icon gfc-util

A library that contains a bunch of Scala utility classes

ggnn.pytorch icon ggnn.pytorch

A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN)

ginn icon ginn

Learning Semantic Program Embeddings with Graph Interval Neural Network

gitminer icon gitminer

Tool for advanced mining for content on Github

glider_tasklet_crawler icon glider_tasklet_crawler

An automated and scalable approach to generate tasklets from a natural language task query and a website URL. Glider does not require any pre-training. Glider models tasklet extraction as a state space search, where agents can explore a website’s UI and get rewarded when making progress towards task completion. The reward is computed based on the agent’s navigating pattern and the similarity between its trajectory and the task query.

globug icon globug

An automated fault localization tool with a global approach

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