casperboone / dltpy
🐍 Deep Learning Type Inference of Python Function Signatures using their Natural Language Context
☆15Updated 6 months ago
Related projects ⓘ
Alternatives and complementary repositories for dltpy
- 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
- Your library for dynamic language modeling☆67Updated 6 years ago
- A tool to provide the graph representation of the source code based on the paper: "Learning to Represent Program with Graph, ICLR'18"☆46Updated 4 years ago
- Learning to Spot and Refactor Inconsistent Method Names☆16Updated 2 years ago
- cppminer produces a code2seq compatible datasets from C++ code bases.☆23Updated 4 years ago
- PyTorch's implementation of the code2seq model.☆61Updated 4 months ago
- Open-science repo for our experimental results of automatic software repair on the Defects4J benchmark of Java bugs☆34Updated 2 years ago
- Utilities used by the Deep Program Understanding team☆102Updated last year
- Set of tools to help working with "Big Code"☆43Updated 2 years ago
- Reproduce the results of Tree-based Convolutional Neural Network (TBCNN)☆36Updated last year
- Sequence-to-Sequence Learning for End-to-End Program Repair (IEEE TSE 2019). Open-science repo. http://arxiv.org/pdf/1901.01808☆81Updated last year
- A toolkit for pre-processing large source code corpora☆46Updated 2 years ago
- Code for paper "Lancer: Your Code Tell Me What You Need"☆11Updated 2 years ago
- ☆50Updated 4 years ago
- Code for "Typilus: Neural Type Hints" PLDI 2020☆59Updated last year
- Hoppity☆59Updated 4 years ago
- an implementation of "code2vec: Learning Distributed Representations of Code"☆29Updated 4 months ago
- ☆45Updated 2 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…☆22Updated 4 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆83Updated 3 years ago
- Probabilistic API Mining☆53Updated 6 years ago
- Code to reproduce the experiments in the paper Open Vocabulary Learning on Source Code with a Graph-Structured Cache☆21Updated 5 years ago
- PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. W…☆87Updated 2 years ago
- Probing pre-trained source code models☆15Updated 2 years ago
- Implementation of 'A Convolutional Attention Network for Extreme Summarization of Source Code'☆14Updated 5 years ago
- A Python 3 module that provides functions for splitting identifiers found in source code files.☆48Updated last year
- Cross language clone detection using supervised learning☆18Updated 2 years ago
- ☆49Updated last year
- Hosts our tool for mining simple "stupid'' bugs (SStuBs).☆35Updated 2 years ago
- AVATAR: Fixing Semantic Bugs with Fix Patterns of Static Analysis Violations☆25Updated 3 years ago