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nashid's Projects

graphgym icon graphgym

Platform for designing and evaluating Graph Neural Networks (GNN)

graphit icon graphit

Official Pytorch Implementation of GraphiT

graphmatch_clone icon graphmatch_clone

Code and data for paper "Detecting Code Clones with Graph Neural Network and Flow-Augmented Abstract Syntax Tree".

graphsearchnet icon graphsearchnet

This repo is the implementation of the paper "GraphSearchNet: Enhancing GNNs via Capturing Global Dependency for Semantic Code Search". We encode the programs and descriptions in a dual graph framework to learn the semantic similarity.

graphtrans icon graphtrans

Representing Long-Range Context for Graph Neural Networks with Global Attention

graphtransformer icon graphtransformer

Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.

great icon great

The dataset for the variable-misuse task, used in the ICLR 2020 paper 'Global Relational Models of Source Code' [https://openreview.net/forum?id=B1lnbRNtwr]

group4 icon group4

Fine-tuning CodeBERT with AST-based Vectors for Code Translation

gtn icon gtn

Automatic differentiation with weighted finite-state transducers.

gtn-1 icon gtn-1

Automatic differentiation with weighted finite-state transducers.

gtnm icon gtnm

Learning to Recommend Method Names with Global Context

gto icon gto

Git Tag Ops. Turn your Git repository into Artifact Registry.

gtos icon gtos

Code for AAAI2020 paper "Graph Transformer for Graph-to-Sequence Learning"

hadolint icon hadolint

Dockerfile linter, validate inline bash, written in Haskell

hedwig icon hedwig

PyTorch deep learning models for document classification

hercules icon hercules

Gaining advanced insights from Git repository history.

hetgt icon hetgt

Heterogeneous Graph Transformer for Graph-to-Sequence Learning

huanggai icon huanggai

HuangGai is an Ethereum smart contract bug injection framework, it can inject 20 types of bugs into Solidity smart contract. DOI: 10.5281/zenodo.4680168

human-eval icon human-eval

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

hyperas icon hyperas

Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

iclr20-great icon iclr20-great

Data and Code for Reproducing "Global Relational Models of Source Code"

icpc2020_gnn icon icpc2020_gnn

Code for the ICPC 2020 paper Improved Source Code Summarization via a Graph Neural Network

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