parasj / contracodeLinks
Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning
☆167Updated 3 years ago
Alternatives and similar repositories for contracode
Users that are interested in contracode 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…☆88Updated 3 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆84Updated 4 years ago
- A Tree-Based Transformer Architecture for Code Generation. (AAAI'20)☆90Updated 3 years ago
- This repo will contain replication package for the paper "Feeding Trees to Transformers for Code Completion"☆101Updated 3 years ago
- Official code of our work, Unified Pre-training for Program Understanding and Generation [NAACL 2021].☆188Updated 3 years ago
- Recent Advances in Programming Language Pre-Trained Models (PL-PTMs)☆58Updated 3 years ago
- Re-implementation of "CODE2SEQ: GENERATING SEQUENCES FROM STRUCTURED REPRESENTATIONS OF CODE"☆45Updated 10 months ago
- Official implementation of our work, A Transformer-based Approach for Source Code Summarization [ACL 2020].☆193Updated 3 years ago
- Implementation of the paper "Language-agnostic representation learning of source code from structure and context".☆169Updated 3 years ago
- Empirical Study of Transformers for Source Code & A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Sourc…☆63Updated 3 years ago
- Code for ICML 2021 paper: How could Neural Networks understand Programs?☆124Updated 6 months ago
- A toolkit for pre-processing large source code corpora☆47Updated 2 years ago
- [ICML 2021] Break-It-Fix-It: Unsupervised Learning for Program Repair☆113Updated 2 years ago
- Official code of our work, AVATAR: A Parallel Corpus for Java-Python Program Translation.☆54Updated 10 months ago
- Code for "Generative Code Modeling with Graphs" (ICLR'19)☆173Updated 2 years ago
- Code for the ICPC 2020 paper Improved Source Code Summarization via a Graph Neural Network☆68Updated 4 years ago
- Hoppity☆58Updated 4 years ago
- Implementation of "Automatic Source Code Summarization with Extended Tree-LSTM"☆36Updated 2 years ago
- PyTorch's implementation of the code2seq model.☆62Updated 10 months ago
- Reproduce the results of Tree-based Convolutional Neural Network (TBCNN)☆40Updated 2 years ago
- [ICSE 2021] - InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees☆90Updated 3 years ago
- Releasing code for "ReCode: Robustness Evaluation of Code Generation Models"☆53Updated last year
- source code for 'Improving automatic source code summarization via deep reinforcement learning'☆78Updated 4 years ago
- TensorFlow code for the neural network presented in the paper: "Structural Language Models of Code" (ICML'2020)☆88Updated 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 4 years ago
- Description: We want to create a deep Neural Network that can automatically generate comments for code snippets passed to it. The motiva…☆44Updated 2 years ago
- A redistributable subset of the ETH Py150 corpus [https://www.sri.inf.ethz.ch/py150], introduced in the ICML 2020 paper 'Learning and Eva…☆31Updated 4 years ago
- VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning☆39Updated 2 years ago
- Contains the code and data for our #ICSE2022 paper titled as "CodeFill: Multi-token Code Completion by Jointly Learning from Structure an…☆15Updated 3 years ago
- ☆61Updated last year