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840

6.2k

cc-by-sa-4.0

356

Cool links & research papers related to Machine Learning applied to source code (MLonCode)

awesome awesome-list machine-learning machine-learning-on-source-code

Created 2017-06-20

304 commits to master branch, last one 3 years ago

386

2.2k

mit

60

Datasets, tools, and benchmarks for representation learning of code.

This repository has been archived (exclude archived)

Created 2019-02-28

286 commits to master branch, last one 2 years ago

138

490

mit

24

Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"

nlp keras fastai python search pytorch tutorial ml-on-code tensorflow code-search data-science deep-learning semantic-search machine-learning search-algorithm searching-algorithms semantic-search-engine natural-language-processing machine-learning-on-source-code

Created 2018-05-07

162 commits to master branch, last one 4 years ago

10

126

mit

9

A light-weight, extendable, high level, universal code parser built on top of tree-sitter

ast cli cpp php java parser python parsing languages universal javascript code-mining data-mining tree-sitter python-binding programming-language-theory machine-learning-on-source-code

Created 2020-03-01

210 commits to master branch, last one 2 years ago

3

54

unknown

10

Automatically check mismatch between code and comments using AI and ML

python mlmodel python3 roberta bert-model transformer deep-learning machine-learning function-docstring-pairs machine-learning-on-source-code

Created 2020-02-20

83 commits to master branch, last one 3 years ago