multidim-typeinf4py Goto Github PK

dltpy

 🐍 Deep Learning Type Inference of Python Function Signatures using their Natural Language Context

dpu-utils

Utilities used by the Deep Program Understanding team

dynamic-pytypes

flapy

A Tool for Mining Flaky Tests at Scale

hityper

This is the tool released in ICSE 2022 paper "Static Inference Meets Deep Learning: A Hybrid Type Inference Approach for Python"

libcst

A concrete syntax tree parser and serializer library for Python that preserves many aspects of Python's abstract syntax tree

many-types-4-py-dataset

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

nl2type

NL2Type: Inferring JavaScript Function Types from Natural Language Information

pytypes_binaryfiles

Binary files consumed by testing for dynamic type inference for Python

scripts

Collection of scripts for evaluating performance of type annotation processes for Python

type4py

Type4Py: Deep Similarity Learning-Based Type Inference for Python

typet5

TypeT5: Seq2seq Type Inference using Static Analysis and CodeT5

typewriter

Deep Learning-based type inference for Python

typilus

Code for "Typilus: Neural Type Hints" PLDI 2020