Software Analytics Lab

Software Analytics Lab's repositories

ml4se

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

635 43 1

type4py

Type4Py: Deep Similarity Learning-Based Type Inference for Python

Language:PythonApache-2.060 8 6

CD4Py

CD4Py: Code De-Duplication for Python

Language:PythonGPL-3.021 90

many-types-4-py-dataset

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

Language:Jupyter NotebookApache-2.018 7 3

codefill

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

Language:Jupyter NotebookApache-2.014 70

libsa4py

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

Language:PythonApache-2.010 5 15

dl-type-python

Deep Learning-based type inference for Python

Language:Jupyter NotebookGPL-3.07 3 3

type4py-vscode-ext

VSCode Extension of Type4Py

Language:TypeScriptMIT7 4 11

software-analytics-book

The survey book on software analytics, created by seminar IN4334 @ TU Delft.

Language:TeXNOASSERTION3 6 5

ml-typeinf-competition

ML-based Type Inference Competition

Language:Python000

typilus

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

Language:Jupyter NotebookMIT000

type4py_new

Type4Py: Deep Similarity Learning-Based Type Inference for Python

Apache-2.0000