MrVPlusOne / LambdaNetLinks
Probabilistic Type Inference using Graph Neural Networks
☆51Updated 2 years ago
Alternatives and similar repositories for LambdaNet
Users that are interested in LambdaNet are comparing it to the libraries listed below
Sorting:
- 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
- PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. W…☆87Updated 3 years ago
- Code for "Typilus: Neural Type Hints" PLDI 2020☆61Updated 2 years ago
- [AAAI 2021] - TreeCaps: Tree-based Capsule Network for Source Code Processing☆23Updated 2 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆84Updated 4 years ago
- C# Data Extraction for "Learning to Represent Edits"☆26Updated 6 years ago
- A benchmark for evaluating embeddings of identifiers in source code.☆22Updated 4 years ago
- Re-implementation of "CODE2SEQ: GENERATING SEQUENCES FROM STRUCTURED REPRESENTATIONS OF CODE"☆45Updated last year
- Code for paper "Lancer: Your Code Tell Me What You Need"☆11Updated 3 years ago
- Recent Advances in Programming Language Pre-Trained Models (PL-PTMs)☆59Updated 3 years ago
- Code for "Generative Code Modeling with Graphs" (ICLR'19)☆171Updated 2 years ago
- Mining tool and large-scale datasets of single statement bug fixes in Python☆18Updated last year
- Models and datasets for annotated code search.☆35Updated 2 years ago
- Code for "Learning Structural Edits via Incremental Tree Transformations" (ICLR'21)☆41Updated 4 years ago
- an implementation of "code2vec: Learning Distributed Representations of Code"☆30Updated last year
- A redistributable subset of the ETH Py150 corpus [https://www.sri.inf.ethz.ch/py150], introduced in the ICML 2020 paper 'Learning and Eva…☆32Updated 5 years ago
- Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning☆168Updated 3 years ago
- ManyTypes4Py: A benchmark Python dataset for machine learning-based type inference☆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
- Hoppity☆60Updated 4 years ago
- ML models often mispredict, and it is hard to tell when and why. We present a data mining based approach to discover whether there is a c…☆18Updated 3 years ago
- ☆23Updated 2 years ago
- CFG based program similarity using Graph Neural Networks☆36Updated 2 years ago
- Code for ICML 2021 paper: How could Neural Networks understand Programs?☆123Updated 11 months ago
- A toolkit for pre-processing large source code corpora☆47Updated 3 years ago
- ☆37Updated 3 years ago
- Code for the paper "A Structural Model for Contextual Code Changes"☆32Updated 2 years ago
- Replication Code for "Self-Supervised Bug Detection and Repair" NeurIPS 2021☆111Updated 3 years ago
- VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning☆40Updated 2 years ago
- Dataset and code corresponding to Associating Natural Language Comment and Source Code Entities (AAAI 2020)☆20Updated 5 years ago