awsm-research / PyExplainerLinks
PyExplainer: A Local Rule-Based Model-Agnostic Technique (Explainable AI)
☆30Updated last year
Alternatives and similar repositories for PyExplainer
Users that are interested in PyExplainer are comparing it to the libraries listed below
Sorting:
- an implementation of "code2vec: Learning Distributed Representations of Code"☆30Updated last year
- Explainable AI for Software Engineering: A Hands-on Guide on How to Make Software Analytics More Practical, Explainable, and Actionable (…☆26Updated 3 years ago
- ☆21Updated 5 years ago
- ☆49Updated 2 years ago
- ☆14Updated 3 years ago
- PyTorch's implementation of the code2seq model.☆62Updated last year
- ☆14Updated last year
- Replication Code for "Self-Supervised Bug Detection and Repair" NeurIPS 2021☆111Updated 2 years ago
- This is an automated transformation inference tool that leverages a big code corpus to guide the abstraction of transformation patterns.☆29Updated 3 years ago
- Source Code Data Augmentation for Deep Learning: A Survey.☆67Updated last year
- We propose a novel adversarial example generation technique (i.e., CODA) for testing deep code models. Its key idea is to use code differ…☆15Updated last year
- Open-science repo for our experimental results of automatic software repair on the Defects4J benchmark of Java bugs☆35Updated 3 years ago
- A toolkit for pre-processing large source code corpora☆47Updated 2 years ago
- Code of our paper Applying CodeBERT for Automated Program Repair of Java Simple Bugs which is accepted to MSR 2021.☆52Updated 2 years ago
- Repository containing the course's material of Engineering AI-Based Software Systems☆37Updated last year
- An implementation of the SZZ algorithm, i.e., an approach to identify bug-introducing commits.☆119Updated last year
- Replication package of the ICSE2025 paper titled "Leveraging Large Language Models for Enhancing the Understandability of Generated Unit …☆8Updated 5 months ago
- Hosts our tool for mining simple "stupid'' bugs (SStuBs).☆38Updated 3 years ago
- Research Acceleration Platform that provides interface to multiple state-of-the-art program analysis tools including but not limited to f…☆73Updated 8 months ago
- Code for "Typilus: Neural Type Hints" PLDI 2020☆61Updated 2 years ago
- Automatic Repair Framework that abstract repair tools and bug benchmarks☆71Updated 2 years ago
- Code and data for paper "Detecting Code Clones with Graph Neural Network and Flow-Augmented Abstract Syntax Tree".☆66Updated 3 years ago
- open science repo of "Neural Transfer Learning for Repairing Security Vulnerabilities in C Code" https://arxiv.org/pdf/2104.08308☆63Updated last year
- Code for the paper "Embedding Java Classes with code2vec: Improvements from Variable Obfuscation" in MSR 2020☆32Updated 2 years ago
- CFG based program similarity using Graph Neural Networks☆36Updated 2 years ago
- mBERT is a mutation testing tool that uses a pre-trained language model (CodeBERT) to generate mutants.☆15Updated 6 months ago
- Hoppity☆59Updated 4 years ago
- ☆33Updated 3 years ago
- ☆35Updated 3 years ago
- VulRepair: A T5-Based Automated Software Vulnerability Repair☆78Updated 2 months ago