Software Analytics Lab

All

12 repositories

ml4se
Public
A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering
machine-learning research tools deep-learning code software-engineering papers datasets theses ml4code
91•684•0•0•Updated Jul 9, 2024Jul 9, 2024
type4py
Public
Type4Py: Deep Similarity Learning-Based Type Inference for Python
python machinelearning deeplearning typeinference similarity-learning ml4se type4py
Python
•
Apache License 2.0
•12•61•3•3•Updated Sep 6, 2023Sep 6, 2023
libsa4py
Public
LibSA4Py: Light-weight static analysis for extracting type hints and features
machine-learning static-analysis light-weight type-hints features-extraction ast-analysis libsa4py python
Python
•
Apache License 2.0
•6•11•4•2•Updated Aug 23, 2023Aug 23, 2023
type4py_new
Public
Type4Py: Deep Similarity Learning-Based Type Inference for Python
Python
•
Apache License 2.0
•12•0•0•0•Updated Dec 9, 2022Dec 9, 2022
codefill
Public
Contains the code and data for our #ICSE2022 paper titled as "CodeFill: Multi-token Code Completion by Jointly Learning from Structure and Naming Sequences"
python nlp machine-learning automation programming transformers dynamically-typed codecompletion gpt-2
Jupyter Notebook
•
Apache License 2.0
•4•14•1•0•Updated May 18, 2022May 18, 2022
type4py-vscode-ext
Public
VSCode Extension of Type4Py
python autocompletion machinelearning deeplearning typeinference ml4code typeannotations ml4se type4py vscode
TypeScript
•
MIT License
•0•6•3•0•Updated Mar 31, 2022Mar 31, 2022
many-types-4-py-dataset
Public
ManyTypes4Py: A benchmark Python dataset for machine learning-based type inference
python benchmark msr clean type-inference type-annotations type-checked manytypes4py visible-type-hints mt4py
Jupyter Notebook
•
Apache License 2.0
•5•18•1•0•Updated Mar 27, 2022Mar 27, 2022
typilus
Public
A fork of "Typilus: Neural Type Hints" with improvements
Jupyter Notebook
•
MIT License
•0•0•0•0•Updated Aug 31, 2021Aug 31, 2021
ml-typeinf-competition
Public archive
ML-based Type Inference Competition
Python
•0•0•0•1•Updated Aug 2, 2021Aug 2, 2021
CD4Py
Public
CD4Py: Code De-Duplication for Python
python machine-learning code corpus de-duplication duplicate ml4se cd4py
Python
•
GNU General Public License v3.0
•3•22•0•0•Updated Dec 13, 2020Dec 13, 2020
dl-type-python
Public
Deep Learning-based type inference for Python
Jupyter Notebook
•
GNU General Public License v3.0
•4•7•3•0•Updated Jun 12, 2020Jun 12, 2020
software-analytics-book
Public
The survey book on software analytics, created by seminar IN4334 @ TU Delft.
TeX
•
Other
•13•3•0•0•Updated Nov 1, 2018Nov 1, 2018