A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering

Type4Py: Deep Similarity Learning-Based Type Inference for Python

LibSA4Py: Light-weight static analysis for extracting type hints and features

Contains the code and data for our #ICSE2022 paper titled as "CodeFill: Multi-token Code Completion by Jointly Learning from Structure and Naming Sequences"

VSCode Extension of Type4Py

ManyTypes4Py: A benchmark Python dataset for machine learning-based type inference

A fork of "Typilus: Neural Type Hints" with improvements

CD4Py: Code De-Duplication for Python