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codeannotation

代码注释生成——基于CodeBERT和CodeT5预训练模型的fine-tune

codebert

CodeBERT

codeql

CodeQL: the libraries and queries that power security researchers around the world, as well as code scanning in GitHub Advanced Security

debar

This repository contains the implementation and the evaluation of our ESEC/FSE 2020 paper: Detecting Numerical Bugs in Neural Network Architectures.

deep-learning-security-vulnerabilities

deepdfa

Replication package for "Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection", ICSE 2024.

deeplinedp

defects4dl

devign

Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks

dlframeworkbugsdata

a data collection of related work: Toward Understanding Deep Learning Framework Bugs

familylibrarymanager

家庭图书馆管理 安卓版

fine-grained-sentiment

A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.

ghpr_dataset

Github defect dataset for software defect prediction

gnn-regvd

Revisiting Graph Neural Networks for Vulnerability Detection (ICSE 2022) (Pytorch)

gnnpapers

Must-read papers on graph neural networks (GNN)

graph4code

GraphGen4Code: a toolkit for creating code knowledge graphs based on WALA code analysis and extraction of documentation and forum content.

grist

This is the implementation repository of our incoming ESEC/FSE 2021 paper: Exposing Numerical Bugs in Deep Learning via GradientBack-propagation.

inpress

javaguide

「Java学习+面试指南」一份涵盖大部分 Java 程序员所需要掌握的核心知识。准备 Java 面试，首选 JavaGuide！

jitmovingtarget

Replication Package for "Are Fix-Inducing Changes a Moving Target? A Longitudinal Case Study of Just-In-Time Defect Prediction"

kgcn

A tensorflow implementation of Knowledge Graph Convolutional Networks

kgcn-pytorch

KGCN pytorch model implementation

kge

Some papers on Knowledge Graph Embedding(KGE)

lime

Lime: Explaining the predictions of any machine learning classifier

linevd

Statement-level deep learning model for automated software vulnerability detection in C/C++ (Accepted in MSR 2022)

linevul

A Transformer-based Line-Level Vulnerability Prediction

meta-add

numerical-mooc

A course in numerical methods with Python for engineers and scientists: currently 5 learning modules, with student assignments.

numerical_analysis

Timothy Sauer - Numerical Analysis(2nd edition); Solution to computer problems.

numerical_bugs_in_dl_programs

This repository contains the issues and posts of our work An Empirical Study on Numerical Bugs in Deep Learning Programs. We list these issues and posts in four markdown files as follows.