uclnlp / pycodesuggest
Learning to Auto-Complete using RNN Language Models
☆156Updated 7 years ago
Related projects: ⓘ
- Preprocessed Python functions and docstrings for automated code documentation (code2doc) and automated code generation (doc2code) tasks.☆200Updated 4 years ago
- evaluation dataset consisting of natural language query and code snippet pairs☆123Updated 4 months ago
- Repository for the code of the "A Convolutional Attention Network for Extreme Summarization of Source Code" paper☆119Updated 8 years ago
- Baseline for the Conala: Code/Natural Language Challenge☆60Updated 2 years ago
- Code and data for the paper "A Neural Architecture for Generating Natural Language Descriptions from Source Code Changes"☆63Updated 7 years ago
- A syntactic neural model for parsing natural language to executable code☆184Updated last year
- Summarizing Source Code using a Neural Attention Model - CODENN☆236Updated last year
- StaQC: a systematically mined dataset containing around 148K Python and 120K SQL domain question-code pairs, as described in "StaQC: A Sy…☆165Updated 3 years ago
- Recurrent Neural Networks with tree structure in Tensorflow☆122Updated 4 years ago
- Code completion using machine learning :)☆32Updated 8 years ago
- sourced.ml is a library and command line tools to build and apply machine learning models on top of Universal Abstract Syntax Trees☆141Updated 5 years ago
- ☆26Updated 7 years ago
- NAACL 2018 Tutorial: Modelling Natural Language, Programs, and their Intersection☆102Updated 6 years ago
- MLonCode community effort to implement Learning Distributed Representations of Code (https://arxiv.org/pdf/1803.09473.pdf)☆40Updated 5 years ago
- ☆156Updated 4 years ago
- Learning a Neural Semantic Parser with User Feedback☆75Updated 7 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…☆83Updated last year
- Machine learning models for MLonCode trained using the source{d} stack☆19Updated 4 years ago
- Code related to "Learning Continuous Semantic Representations of Symbolic Expressions" project.☆36Updated 7 years ago
- [Deprecated] Source Code Generation using Sequence Generative Adversarial Networks☆77Updated 7 years ago
- Efficient tree-based convolutional neural networks in TensorFlow☆147Updated 7 years ago
- Query-Reduction Networks (QRN)☆138Updated 6 years ago
- Utilities used by the Deep Program Understanding team☆102Updated last year
- 58069 Java source code diffs. http://arxiv.org/pdf/1807.03200☆91Updated 5 years ago
- Code for "CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning" (WWW 2019)☆36Updated 4 years ago
- ☆136Updated 6 years ago
- Program Synthesis☆143Updated 3 years ago
- ☆79Updated 7 years ago
- C# Data Extraction for "Learning to Represent Edits"☆27Updated 5 years ago
- AskUbuntu Question Dataset☆68Updated 8 years ago