Contains the code for our ICSE 2020 paper: Big Code != Big Vocabulary: Open-Vocabulary Language Models for Source Code and for its earlier pre-print: Maybe Deep Neural Networks are the Best Choice for Modeling Source Code (https://arxiv.org/abs/1903.05734). This is the first open vocabulary language model for code that uses the byte pair encodin…
☆84Mar 24, 2023Updated 3 years ago
Alternatives and similar repositories for OpenVocabCodeNLM
Users that are interested in OpenVocabCodeNLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A toolkit for pre-processing large source code corpora☆45Sep 30, 2022Updated 3 years ago
- Your library for dynamic language modeling☆67Oct 23, 2018Updated 7 years ago
- 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
- Code for "Generative Code Modeling with Graphs" (ICLR'19)☆172Dec 8, 2022Updated 3 years ago
- Sequence-to-Sequence Learning for End-to-End Program Repair (IEEE TSE 2019). Open-science repo. http://arxiv.org/pdf/1901.01808☆86Jun 9, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Library for preprocessing java source code into Augmented ASTs, as per the paper Open Vocabulary Learning on Source Code with a Graph-Str…☆21Oct 22, 2018Updated 7 years ago
- code for "Implant Global and Local Hierarchy Information to Sequence based Code Representation Models"☆12Dec 13, 2024Updated last year
- A powerful relational representation of source code☆33Sep 5, 2023Updated 2 years ago
- MODIT: On Multi-Modal Learning of Editing Source Code.☆20Apr 24, 2021Updated 4 years ago
- JEMMA: An Extensible Java dataset for Many ML4Code Applications☆19Dec 12, 2022Updated 3 years ago
- A simple tool for detecting near-duplicate source code☆103Oct 3, 2024Updated last year
- A Systematic Literature Review of Deep Learning in Software Engineering☆20Aug 28, 2024Updated last year
- Repository of the paper 'CodeQueries: A Dataset of Semantic Queries over Code' published in ISEC 2024☆13Apr 21, 2024Updated last year
- Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"☆564Jul 12, 2025Updated 8 months ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- This repo will contain replication package for the paper "Feeding Trees to Transformers for Code Completion"☆99Jun 3, 2022Updated 3 years ago
- Code for "Typilus: Neural Type Hints" PLDI 2020☆62Feb 8, 2023Updated 3 years ago
- ☆53Sep 11, 2021Updated 4 years ago
- Code for ICML 2021 paper: How could Neural Networks understand Programs?☆123Nov 7, 2024Updated last year
- ☆24Jun 17, 2021Updated 4 years ago
- Website for "A Survey of Machine Learning for Big Code and Naturalness"☆292Feb 7, 2025Updated last year
- Probabilistic Type Inference using Graph Neural Networks☆50Dec 9, 2022Updated 3 years ago
- C# Data Extraction for "Learning to Represent Edits"☆27Nov 3, 2018Updated 7 years ago
- Mapping Language to Code in a Programmatic Context☆80Jan 27, 2021Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official implementation of our work, A Transformer-based Approach for Source Code Summarization [ACL 2020].☆195May 28, 2022Updated 3 years ago
- Code Generation as a Dual Task of Code Summarization.☆30Jun 28, 2021Updated 4 years ago
- Implementation of 'A Convolutional Attention Network for Extreme Summarization of Source Code'☆15Mar 14, 2019Updated 7 years ago
- ☆29Oct 29, 2022Updated 3 years ago
- Learning to Auto-Complete using RNN Language Models☆155Jan 17, 2017Updated 9 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆85May 10, 2021Updated 4 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
- Learning to Update Natural Language Comments Based on Code Changes: Artifact☆33Oct 24, 2020Updated 5 years ago
- Replication of the paper "Structured Neural Summarization" which uses Graph Neural Networks and Seq2Seq models to summarize natural langu…☆21Mar 15, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Type4Py: Deep Similarity Learning-Based Type Inference for Python☆65Sep 6, 2023Updated 2 years ago
- A Python 3 module that provides functions for splitting identifiers found in source code files.☆48Jan 12, 2023Updated 3 years ago
- Deep Just-In-Time Inconsistency Detection Between Comments and Source Code: Artifact☆23Jul 21, 2025Updated 8 months ago
- Code for "Learning Structural Edits via Incremental Tree Transformations" (ICLR'21)☆41Jun 20, 2021Updated 4 years ago
- ☆15Oct 2, 2024Updated last year
- A set of tools for extracting tokens and ASTs from code☆22Jun 5, 2018Updated 7 years ago
- Neural bag of words code search implementation using PyTorch and data from the CodeSearchNet project.☆72Jan 6, 2023Updated 3 years ago