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:
- PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. W…☆87Updated 3 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆84Updated 4 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
- Implementation of the paper "Language-agnostic representation learning of source code from structure and context".☆171Updated 3 years ago
- Code for the paper "A Structural Model for Contextual Code Changes"☆32Updated 2 years ago
- Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning☆168Updated 3 years ago
- ☆20Updated 3 years ago
- Utilities used by the Deep Program Understanding team☆103Updated 2 years ago
- TensorFlow code for the neural network presented in the paper: "Structural Language Models of Code" (ICML'2020)☆90Updated 3 years ago
- Code for "Generative Code Modeling with Graphs" (ICLR'19)☆171Updated 2 years ago
- [ICML 2020] DrRepair: Learning to Repair Programs from Error Messages☆195Updated 4 years ago
- Official code of our work, AVATAR: A Parallel Corpus for Java-Python Program Translation.☆58Updated last year
- This is the repository for the paper Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource Descripti…☆24Updated 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
- [ICML 2021] Break-It-Fix-It: Unsupervised Learning for Program Repair☆119Updated 2 years ago
- This repo will contain replication package for the paper "Feeding Trees to Transformers for Code Completion"☆100Updated 3 years ago
- Official code of our work, Unified Pre-training for Program Understanding and Generation [NAACL 2021].☆186Updated 3 years ago
- A Tree-Based Transformer Architecture for Code Generation. (AAAI'20)☆91Updated 3 years ago
- C# Data Extraction for "Learning to Represent Edits"☆26Updated 7 years ago
- Official implementation of our work, A Transformer-based Approach for Source Code Summarization [ACL 2020].☆195Updated 3 years ago
- Hoppity☆60Updated 4 years ago
- Re-implementation of "CODE2SEQ: GENERATING SEQUENCES FROM STRUCTURED REPRESENTATIONS OF CODE"☆45Updated last year
- Empirical Study of Transformers for Source Code & A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Sourc…☆65Updated 3 years ago
- Code for "Typilus: Neural Type Hints" PLDI 2020☆62Updated 2 years ago
- VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning☆40Updated 2 years ago
- Learning to Update Natural Language Comments Based on Code Changes: Artifact☆33Updated 5 years ago
- evaluation dataset consisting of natural language query and code snippet pairs☆124Updated last year
- an implementation of "code2vec: Learning Distributed Representations of Code"☆30Updated last year
- Django Dataset for Code Translation Tasks☆31Updated 7 years ago
- Code for generating the JuICe dataset.☆37Updated 4 years ago