google-research-datasets / eth_py150_openLinks
A redistributable subset of the ETH Py150 corpus [https://www.sri.inf.ethz.ch/py150], introduced in the ICML 2020 paper 'Learning and Evaluating Contextual Embedding of Source Code' [https://proceedings.icml.cc/static/paper_files/icml/2020/5401-Paper.pdf].
☆32Updated 5 years ago
Alternatives and similar repositories for eth_py150_open
Users that are interested in eth_py150_open are comparing it to the libraries listed below
Sorting:
- Data and Code for Reproducing "Global Relational Models of Source Code"☆84Updated 4 years ago
- PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. W…☆87Updated 3 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 5 years ago
- Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning☆168Updated 3 years ago
- Implementation of the paper "Language-agnostic representation learning of source code from structure and context".☆170Updated 3 years ago
- This repo will contain replication package for the paper "Feeding Trees to Transformers for Code Completion"☆101Updated 3 years ago
- Official implementation of our work, A Transformer-based Approach for Source Code Summarization [ACL 2020].☆193Updated 3 years ago
- Empirical Study of Transformers for Source Code & A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Sourc…☆64Updated 3 years ago
- C# Data Extraction for "Learning to Represent Edits"☆26Updated 6 years ago
- Utilities used by the Deep Program Understanding team☆103Updated 2 years ago
- Code for "Generative Code Modeling with Graphs" (ICLR'19)☆171Updated 2 years ago
- Code for the paper "A Structural Model for Contextual Code Changes"☆32Updated last year
- Paper Artifacts for "Aroma: Code Recommendation via Structural Code Search"☆59Updated 3 years ago
- Official code of our work, AVATAR: A Parallel Corpus for Java-Python Program Translation.☆56Updated last year
- an implementation of "code2vec: Learning Distributed Representations of Code"☆30Updated last year
- TensorFlow code for the neural network presented in the paper: "Structural Language Models of Code" (ICML'2020)☆90Updated 3 years ago
- Code for the ICPC 2020 paper Improved Source Code Summarization via a Graph Neural Network☆69Updated 4 years ago
- A Tree-Based Transformer Architecture for Code Generation. (AAAI'20)☆91Updated 3 years ago
- [ICML 2021] Break-It-Fix-It: Unsupervised Learning for Program Repair☆119Updated 2 years ago
- Re-implementation of "CODE2SEQ: GENERATING SEQUENCES FROM STRUCTURED REPRESENTATIONS OF CODE"☆45Updated last year
- ☆20Updated 3 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…☆84Updated 2 years ago
- Sequence-to-Sequence Learning for End-to-End Program Repair (IEEE TSE 2019). Open-science repo. http://arxiv.org/pdf/1901.01808☆86Updated 2 years ago
- Mining tool and large-scale datasets of single statement bug fixes in Python☆17Updated last year
- Django Dataset for Code Translation Tasks☆31Updated 7 years ago
- Code for "Typilus: Neural Type Hints" PLDI 2020☆61Updated 2 years ago
- Set of tools to help working with "Big Code"☆43Updated 3 years ago
- Code and data for ACL20 paper "Incorporating External Knowledge through Pre-training for Natural Language to Code Generation"☆98Updated 2 years ago
- Mapping Language to Code in a Programmatic Context☆80Updated 4 years ago
- Learning to Update Natural Language Comments Based on Code Changes: Artifact☆33Updated 4 years ago