awsm-research / PyExplainer
PyExplainer: A Local Rule-Based Model-Agnostic Technique (Explainable AI)
☆29Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for PyExplainer
- Bug Report driven Program Repair☆17Updated 4 years ago
- ☆49Updated last year
- Mining Relevant Fix Patterns for Automated Program Repair☆26Updated last year
- ☆16Updated 4 years ago
- Explainable AI for Software Engineering: A Hands-on Guide on How to Make Software Analytics More Practical, Explainable, and Actionable (…☆26Updated 3 years ago
- ☆19Updated 4 years ago
- Template-based Automated Program Repair☆42Updated 9 months ago
- ☆40Updated last year
- AVATAR: Fixing Semantic Bugs with Fix Patterns of Static Analysis Violations☆25Updated 3 years ago
- ☆13Updated 2 years ago
- Automatic Repair Framework that abstract repair tools and bug benchmarks☆68Updated last year
- an implementation of "code2vec: Learning Distributed Representations of Code"☆29Updated 4 months ago
- ☆28Updated 2 years ago
- Code of our paper Applying CodeBERT for Automated Program Repair of Java Simple Bugs which is accepted to MSR 2021.☆50Updated last year
- Hoppity☆59Updated 3 years ago
- This is an automated transformation inference tool that leverages a big code corpus to guide the abstraction of transformation patterns.☆29Updated 2 years ago
- Source Code Data Augmentation for Deep Learning: A Survey.☆60Updated 5 months ago
- Learning from what we know: How to perform vulnerability prediction using noisy historical data, Empirical Software Engineering (EMSE)☆11Updated last year
- ☆13Updated last year
- Vul4J: A Dataset of Reproducible Java Vulnerabilities☆67Updated 2 months ago
- Open-science repo for our experimental results of automatic software repair on the Defects4J benchmark of Java bugs☆34Updated 2 years ago
- ☆28Updated 3 years ago
- Reproduction package of the paper "DeepCVA: Automated Commit-level Vulnerability Assessment with Deep Multi-task Learning" in Automated S…☆17Updated last year
- Replication code for the paper "On using distributed representations of source code for the detection of C security vulnerabilities"☆9Updated 2 years ago
- open science repo of "Neural Transfer Learning for Repairing Security Vulnerabilities in C Code" https://arxiv.org/pdf/2104.08308☆56Updated 8 months ago
- ☆20Updated 2 years ago
- Deep learning code semantic similarity☆60Updated 5 years ago
- A toolkit for pre-processing large source code corpora☆46Updated 2 years ago
- Research Acceleration Platform that provides interface to multiple state-of-the-art program analysis tools including but not limited to f…☆66Updated this week
- ☆25Updated 3 years ago