Giter Club home page Giter Club logo

patchnet's Introduction

PatchNet: Hierarchical Deep Learning-Based Stable Patch Identification for the Linux Kernel [pdf]

This repository is the newest version of PatchNet code bases.

Code Structure

  • deeplearning: contains all code files that relate to the training, validation and testing of PatchNet.
  • preprocessing: contains code files that relate to the preprocessing of patches. Also useful if you want to use PatchNet on your own data.

Reproduce the Results

Please see the README in the deeplearning folder to see how to download the data (pretrained models) and run the tool.

Utilize PatchNet on New Dataset

Please see the README in the preprocessing folder to follow the steps we preprocess patches. Then move the built new dataset into deeplearning folder and follow the README in the deeplearning folder to change the dataset format, train and test on PatchNet.

Contact

Questions and discussion are welcome: [email protected] Or [email protected]

patchnet's People

Contributors

julialawall avatar xin-zhou-smu avatar

Watchers

avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.