A static analysis library for computing graph representations of Python programs suitable for use with graph neural networks.
☆342Aug 11, 2023Updated 2 years ago
Alternatives and similar repositories for python-graphs
Users that are interested in python-graphs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Data and Code for Reproducing "Global Relational Models of Source Code"☆87May 10, 2021Updated 5 years ago
- Utilities used by the Deep Program Understanding team☆104Jun 12, 2023Updated 3 years ago
- Website for "A Survey of Machine Learning for Big Code and Naturalness"☆295Feb 7, 2025Updated last year
- The dataset for the variable-misuse task, used in the ICLR 2020 paper 'Global Relational Models of Source Code' [https://openreview.net/f…☆22Aug 19, 2020Updated 5 years ago
- PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. W…☆90Apr 5, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Implementation of the paper "Language-agnostic representation learning of source code from structure and context".☆173Apr 6, 2022Updated 4 years ago
- Scalpel: The Python Static Analysis Framework☆332Mar 28, 2024Updated 2 years ago
- ☆15Feb 28, 2024Updated 2 years ago
- A redistributable subset of the ETH Py150 corpus [https://www.sri.inf.ethz.ch/py150], introduced in the ICML 2020 paper 'Learning and Eva…☆32Aug 11, 2020Updated 5 years ago
- Set of PyTorch modules for developing and evaluating different algorithms for embedding trees.☆22Dec 22, 2021Updated 4 years ago
- A GitHub Action for suggesting Python type annotations.☆42Mar 23, 2023Updated 3 years ago
- Seq2seq Type Inference using Static Analysis and CodeT5☆32Jul 9, 2023Updated 3 years ago
- This is the repository for the paper Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource Descripti…☆25Nov 18, 2022Updated 3 years ago
- Mining tool and large-scale datasets of single statement bug fixes in Python☆19Nov 29, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This is the tool released in ICSE 2022 paper "Static Inference Meets Deep Learning: A Hybrid Type Inference Approach for Python"☆45Oct 19, 2023Updated 2 years ago
- CD4Py: Code De-Duplication for Python☆23Dec 13, 2020Updated 5 years ago
- Contains the code for our ICSE 2020 paper: Big Code != Big Vocabulary: Open-Vocabulary Language Models for Source Code and for its earlie…☆84Mar 24, 2023Updated 3 years ago
- PyTorch's implementation of the code2seq model.☆62Jul 25, 2024Updated last year
- Data and code for "DocPrompting: Generating Code by Retrieving the Docs" @ICLR 2023☆253Dec 15, 2023Updated 2 years ago
- Probabilistic Type Inference using Graph Neural Networks☆49Dec 9, 2022Updated 3 years ago
- High-performance backend for language model probabilistic programs☆17Jun 29, 2026Updated 3 weeks ago
- A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering☆732Nov 6, 2025Updated 8 months ago
- GraphGen4Code: a toolkit for creating code knowledge graphs based on WALA code analysis and extraction of documentation and forum content…☆364Dec 3, 2025Updated 7 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- MathLib is a versatile C++ library that provides a wide range of mathematical algorithms and functions, including but not limited to tran…☆10Jun 6, 2023Updated 3 years ago
- Generative model for code infilling and synthesis☆312Sep 9, 2023Updated 2 years ago
- ManyTypes4Py: A benchmark Python dataset for machine learning-based type inference☆26Mar 27, 2022Updated 4 years ago
- Neural bag of words code search implementation using PyTorch and data from the CodeSearchNet project.☆72Jan 6, 2023Updated 3 years ago
- 🐍 Deep Learning Type Inference of Python Function Signatures using their Natural Language Context☆17May 3, 2024Updated 2 years ago
- Static Python call graph generator☆364Nov 26, 2023Updated 2 years ago
- code for "Learning to Represent Programs with Heterogeneous Graphs"☆12May 17, 2022Updated 4 years ago
- Code for "Generative Code Modeling with Graphs" (ICLR'19)☆172Dec 8, 2022Updated 3 years ago
- ☆18Mar 20, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- lanmt ebm☆12Jun 19, 2020Updated 6 years ago
- Program analysis tools built on tree-sitter (https://github.com/tree-sitter/tree-sitter).☆72Nov 24, 2025Updated 7 months ago
- ☆13Jul 6, 2023Updated 3 years ago
- ☆181Nov 2, 2023Updated 2 years ago
- Language Models for Code Completion: a Practical Evaluation☆13Jan 19, 2024Updated 2 years ago
- ACER is an AST-based Callgraph Generator Development Framework☆41Jun 17, 2024Updated 2 years ago
- JEMMA: An Extensible Java dataset for Many ML4Code Applications☆19Dec 12, 2022Updated 3 years ago