facebookresearch / mmdLinks
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 certain form of data that particular causes the model to mispredict.
☆17Updated 3 years ago
Alternatives and similar repositories for mmd
Users that are interested in mmd 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
- [ICLR 2021] "Generating Adversarial Computer Programs using Optimized Obfuscations" by Shashank Srikant, Sijia Liu, Tamara Mitrovska, Shi…☆31Updated 4 years ago
- Releasing code for "ReCode: Robustness Evaluation of Code Generation Models"☆56Updated last year
- Code for the paper "A Structural Model for Contextual Code Changes"☆32Updated 2 years ago
- Recent Advances in Programming Language Pre-Trained Models (PL-PTMs)☆59Updated 4 years ago
- Source Code Data Augmentation for Deep Learning: A Survey.☆66Updated last year
- PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. W…☆87Updated 3 years ago
- ☆44Updated 6 months ago
- Code implementation for CoTexT: Multi-task Learning with Code-Text Transformer☆36Updated 4 years ago
- Replication Code for "Self-Supervised Bug Detection and Repair" NeurIPS 2021☆111Updated 3 years ago
- Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning☆168Updated 4 years ago
- C# Data Extraction for "Learning to Represent Edits"☆27Updated 7 years ago
- Fork of the awesome function_parser library from Github's CodeSearchNet Challenge repo: https://github.com/github/CodeSearchNet/tree/mast…☆29Updated 2 years ago
- ☆20Updated 2 years ago
- Data and Code for Reproducing "Global Relational Models of Source Code"☆84Updated 4 years ago
- [ICML 2021] Break-It-Fix-It: Unsupervised Learning for Program Repair☆119Updated 2 years ago
- Mining tool and large-scale datasets of single statement bug fixes in Python☆18Updated 2 years ago
- ☆15Updated last year
- For our ACL25 Paper: Can Language Models Replace Programmers? RepoCod Says ‘Not Yet’ - by Shanchao Liang and Yiran Hu and Nan Jiang and L…☆23Updated 4 months ago
- ☆127Updated 2 years ago
- Probabilistic Type Inference using Graph Neural Networks☆51Updated 3 years ago
- ManyTypes4Py: A benchmark Python dataset for machine learning-based type inference☆23Updated 3 years ago
- Deep Just-In-Time Inconsistency Detection Between Comments and Source Code: Artifact☆22Updated 5 months ago
- Implementation of the paper "Language-agnostic representation learning of source code from structure and context".☆172Updated 3 years ago
- A benchmark for evaluating embeddings of identifiers in source code.☆22Updated 4 years ago
- ☆38Updated 3 years ago
- This is the repository for the paper Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource Descripti…☆25Updated 3 years ago
- Code for the AAAI 2023 paper "CodeAttack: Code-based Adversarial Attacks for Pre-Trained Programming Language Models☆33Updated 2 years ago
- Official code of our work, AVATAR: A Parallel Corpus for Java-Python Program Translation.☆59Updated last year
- ☆61Updated 2 years ago