pdlan / OSCARLinks
Code for ICML 2021 paper: How could Neural Networks understand Programs?
☆124Updated 8 months ago
Alternatives and similar repositories for OSCAR
Users that are interested in OSCAR are comparing it to the libraries listed below
Sorting:
- ☆61Updated last year
- Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning☆168Updated 3 years ago
- NaturalCC: An Open-Source Toolkit for Code Intelligence☆302Updated this week
- Data and Code for Reproducing "Global Relational Models of Source Code"☆84Updated 4 years ago
- Neural Code Comprehension: A Learnable Representation of Code Semantics☆213Updated 8 months ago
- Empirical Study of Transformers for Source Code & A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Sourc…☆63Updated 3 years ago
- Hoppity☆59Updated 4 years ago
- Seq2seq Type Inference using Static Analysis and CodeT5☆31Updated 2 years ago
- This repository contains the dataset of our ISSTA 2018 paper: An Empirical Study on TensorFlow Program Bugs.☆30Updated 5 years ago
- homepage for proFL☆23Updated 4 years ago
- [ICSE 2021] - InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees☆89Updated 3 years ago
- Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)☆79Updated 2 years ago
- TensorFlow code for the neural network presented in the paper: "Structural Language Models of Code" (ICML'2020)☆89Updated 3 years ago
- Recent Advances in Programming Language Pre-Trained Models (PL-PTMs)☆58Updated 3 years ago
- Code and data for paper "Detecting Code Clones with Graph Neural Network and Flow-Augmented Abstract Syntax Tree".☆66Updated 3 years ago
- A toolkit for pre-processing large source code corpora☆47Updated 2 years ago
- TeCo: an ML+Execution model for test completion☆31Updated last year
- the code for three models introduced in DYNAMIC NEURAL PROGRAM EMBEDDINGS FOR PROGRAM REPAIR (ICLR 18)☆32Updated 7 years ago
- Replication Code for "Self-Supervised Bug Detection and Repair" NeurIPS 2021☆111Updated 2 years ago
- ☆45Updated 3 years ago
- CLCDSA: Cross Language Code Clone Detection using Syntactical Features and API Documentation☆22Updated last month
- 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
- Implementation of IR2Vec, LLVM IR Based Scalable Program Embeddings☆100Updated 2 months ago
- ☆16Updated 10 months ago
- CFG based program similarity using Graph Neural Networks☆36Updated 2 years ago
- This repository is the replication package of the ICSE22 paper "FIRA: Fine-Grained Graph-Based Code Change Representation for Automated C…☆31Updated 3 years ago
- Fuzzing Deep-Learning Libraries via Automated Relational API Inference (ESEC/FSE 2022)☆38Updated 2 years ago
- Official code of our work, Unified Pre-training for Program Understanding and Generation [NAACL 2021].☆187Updated 3 years ago
- ☆29Updated 4 years ago
- A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations☆319Updated last year