dlfaults / taxonomyLinks
Taxonomy of Real Faults in Deep Learning Systems
☆16Updated 5 years ago
Alternatives and similar repositories for taxonomy
Users that are interested in taxonomy are comparing it to the libraries listed below
Sorting:
- This repository contains the dataset of our ISSTA 2018 paper: An Empirical Study on TensorFlow Program Bugs.☆30Updated 5 years ago
- This repository contains the implementation and the evaluation of our ESEC/FSE 2020 paper: Detecting Numerical Bugs in Neural Network Ar…☆26Updated 4 years ago
- ☆14Updated 4 years ago
- Sequence-to-Sequence Learning for End-to-End Program Repair (IEEE TSE 2019). Open-science repo. http://arxiv.org/pdf/1901.01808☆86Updated 2 years ago
- Automatic Repair Framework that abstract repair tools and bug benchmarks☆71Updated 2 years ago
- Open-science repo for our experimental results of automatic software repair on the Defects4J benchmark of Java bugs☆37Updated 3 years ago
- Your library for dynamic language modeling☆66Updated 7 years ago
- homepage for proFL☆23Updated 4 years ago
- Defects4J Dissection presents data to help researchers and practitioners to better understand the Defects4J bug dataset☆68Updated 2 years ago
- the code for three models introduced in DYNAMIC NEURAL PROGRAM EMBEDDINGS FOR PROGRAM REPAIR (ICLR 18)☆32Updated 7 years ago
- ☆12Updated 2 years ago
- Automated program repair bibliography, tools and benchmarks.☆83Updated 6 months ago
- Hoppity☆60Updated 4 years ago
- 58069 Java source code diffs. http://arxiv.org/pdf/1807.03200☆95Updated 6 years ago
- ☆58Updated last year
- An Extensible Java Bug Benchmark for Automatic Program Repair Studies☆36Updated last year
- For our ISSTA20 paper "CoCoNuT: Combining Context-Aware Neural Translation Models using Ensemble for Program Repair" by Thibaud Lutellier…☆62Updated 2 years ago
- ☆45Updated 3 years ago
- GZoltar - Java Library for Automatic Debugging http://www.gzoltar.com☆85Updated last year
- ☆30Updated 4 years ago
- Bugs.jar: A Large-scale, Diverse Dataset of Bugs for Java Program Repair☆59Updated 7 years ago
- ☆49Updated 2 years ago
- Template-based Automated Program Repair☆51Updated last year
- This repository the benchmark with 3902 defects extracted from C programs in Codeforces (http://codeforces.com/)☆44Updated 4 years ago
- AutoenCODE is a Deep Learning infrastructure that allows to encode source code fragments into vector representations, which can be used t…☆60Updated 7 years ago
- A dataset of Java bugs for automatic repair, derived from the C bugs of IntroClass☆14Updated 4 years ago
- BugsInPy: Benchmarking Bugs in Python Projects☆116Updated 3 weeks ago
- open science repo of "Neural Transfer Learning for Repairing Security Vulnerabilities in C Code" https://arxiv.org/pdf/2104.08308☆63Updated last year
- Contains the code for our ICSE 2020 paper: Big Code != Big Vocabulary: Open-Vocabulary Language Models for Source Code and for its earlie…☆84Updated 2 years ago
- Data and scripts extending the ManyBugs and Defects4J benchmarks for evaluating applicability of automated program repair techniques.☆13Updated 7 years ago