# neurips21-self-supervised-bug-detection-and-repair > Replication Code for "Self-Supervised Bug Detection and Repair" NeurIPS 2021 **Wikidata**: [Q127474924](https://www.wikidata.org/wiki/Q127474924) **Source**: https://4ort.xyz/entity/neurips21-self-supervised-bug-detection-and-repair ## Summary neurips21-self-supervised-bug-detection-and-repair is the replication code for the research paper titled "Self-Supervised Bug Detection and Repair," which was presented at NeurIPS 2021. This software is distributed under the MIT License, classifying it as free software. It provides the necessary code to reproduce the experiments and findings detailed in the associated academic publication. ## Key Facts * It is the replication code for the NeurIPS 2021 paper "Self-Supervised Bug Detection and Repair." * The software is licensed under the MIT License. * It is classified as software. * It is categorized as free software. * The source code repository is located at `https://github.com/microsoft/neurips21-self-supervised-bug-detection-and-repair`. * The entity is described by the source paper "Self-Supervised Bug Detection and Repair." ## FAQs ### Q: What is neurips21-self-supervised-bug-detection-and-repair? A: It is the replication code for the research paper "Self-Supervised Bug Detection and Repair," which was presented at the NeurIPS 2021 conference. This code allows researchers and practitioners to reproduce and verify the findings of the paper. ### Q: What is the purpose of this code? A: The primary purpose of this code is to provide the necessary implementation and experimental setup to replicate the results described in the NeurIPS 2021 paper "Self-Supervised Bug Detection and Repair." It supports scientific transparency and reproducibility in the field of bug detection and repair. ### Q: What kind of software is neurips21-self-supervised-bug-detection-and-repair? A: It is classified as free software, distributed under the MIT License. This means users are free to run, study, change, and distribute the software and its modified versions. ### Q: Where can I access the source code for neurips21-self-supervised-bug-detection-and-repair? A: The source code repository for neurips21-self-supervised-bug-detection-and-repair is publicly available on GitHub. You can find it at `https://github.com/microsoft/neurips21-self-supervised-bug-detection-and-repair`. ## Why It Matters neurips21-self-supervised-bug-detection-and-repair holds significance as it provides the concrete implementation for a research paper presented at a top-tier machine learning conference, NeurIPS 2021. In the scientific community, particularly in rapidly evolving fields like AI and machine learning, the availability of replication code is crucial for ensuring the reproducibility and verifiability of research findings. This code allows other researchers to independently validate the claims made in the "Self-Supervised Bug Detection and Repair" paper, fostering trust and accelerating progress in the domain. Furthermore, by being released under the permissive MIT License, this replication code contributes to the open science movement. It enables other researchers and developers to build upon the foundational work, adapt it for new applications, or integrate it into their own projects without significant legal or technical barriers. This open availability can spur further innovation in automated bug detection and repair, a critical area for software quality and reliability. It serves as a practical resource for those interested in applying or extending self-supervised techniques to address software defects. ## Notable For * Being the official replication code for a paper presented at NeurIPS 2021, a prominent conference in artificial intelligence and machine learning. * Its specific focus on the advanced topic of self-supervised bug detection and repair. * Being openly available under the MIT License, promoting free use, study, and distribution. * Its role in enabling the reproducibility and verification of academic research findings in software engineering and AI. ## Body ### Overview neurips21-self-supervised-bug-detection-and-repair refers to the replication code associated with the academic paper titled "Self-Supervised Bug Detection and Repair." This paper was presented at the NeurIPS 2021 conference. The code serves to provide the computational implementation necessary to reproduce the experimental results and methodologies detailed in the publication. ### Classification The entity is classified as software. More specifically, it falls under the category of free software. This classification indicates that it adheres to principles allowing users to freely run, study, change, and distribute the software, including modified versions. ### Licensing The replication code is distributed under the MIT License. The MIT License is a permissive free software license, which permits reuse within proprietary software provided all copies of the licensed software include a copy of the MIT License terms. ### Associated Research The code is directly linked to the research paper "Self-Supervised Bug Detection and Repair." This paper was published as part of the NeurIPS 2021 proceedings. The code base allows for the practical application and verification of the theoretical and experimental work presented in the paper. ### Source Code Availability The complete source code for neurips21-self-supervised-bug-detection-and-repair is hosted in a public repository. The official source code repository URL is `https://github.com/microsoft/neurips21-self-supervised-bug-detection-and-repair`. This repository is maintained by Microsoft.