René's URL Explorer Experiment


Title: GitHub - gulian-github/code2vec at 88011abcd147f94f43dbc55fcdfedf256e46f452 · GitHub

Open Graph Title: GitHub - gulian-github/code2vec at 88011abcd147f94f43dbc55fcdfedf256e46f452

X Title: GitHub - gulian-github/code2vec at 88011abcd147f94f43dbc55fcdfedf256e46f452

Description: TensorFlow code for the neural network presented in the paper: "code2vec: Learning Distributed Representations of Code" - GitHub - gulian-github/code2vec at 88011abcd147f94f43dbc55fcdfedf256e46f452

Open Graph Description: TensorFlow code for the neural network presented in the paper: "code2vec: Learning Distributed Representations of Code" - gulian-github/code2vec

X Description: TensorFlow code for the neural network presented in the paper: "code2vec: Learning Distributed Representations of Code" - gulian-github/code2vec

Opengraph URL: https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository/tree/*name(/*path)
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:14e1558c-1720-2e67-b1a2-cb1cd0812f0e
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id86C6:25FD2A:310C7EE:41B6849:6A6546D2
html-safe-nonce36c0045fd4a5a81438888ca9a2d39c83a3a83154323adb525765081f8f96890b
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hovercard-subject-tagrepository:202978393
github-keyboard-shortcutsrepository,source-code,file-tree,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location///files/disambiguate
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452
twitter:imagehttps://opengraph.githubassets.com/ced3dd6ab2c269c01e5170f467b53148450b39ca9db64951f1f26b80244a81fb/gulian-github/code2vec
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/ced3dd6ab2c269c01e5170f467b53148450b39ca9db64951f1f26b80244a81fb/gulian-github/code2vec
og:image:altTensorFlow code for the neural network presented in the paper: "code2vec: Learning Distributed Representations of Code" - gulian-github/code2vec
og:image:width1200
og:image:height600
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go-importgithub.com/gulian-github/code2vec git https://github.com/gulian-github/code2vec.git
octolytics-dimension-user_id42143200
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octolytics-dimension-repository_id202978393
octolytics-dimension-repository_nwogulian-github/code2vec
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octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id142100489
octolytics-dimension-repository_parent_nwotech-srl/code2vec
octolytics-dimension-repository_network_root_id142100489
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Reloadhttps://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452
Reloadhttps://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452
Reloadhttps://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452
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19 Commitshttps://github.com/gulian-github/code2vec/commits/88011abcd147f94f43dbc55fcdfedf256e46f452/
https://github.com/gulian-github/code2vec/commits/88011abcd147f94f43dbc55fcdfedf256e46f452/
CSharpExtractorhttps://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452/CSharpExtractor
CSharpExtractorhttps://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452/CSharpExtractor
JavaExtractorhttps://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452/JavaExtractor
JavaExtractorhttps://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452/JavaExtractor
imageshttps://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452/images
imageshttps://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452/images
Input.javahttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/Input.java
Input.javahttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/Input.java
LICENSEhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/LICENSE
LICENSEhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/LICENSE
PathContextReader.pyhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/PathContextReader.py
PathContextReader.pyhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/PathContextReader.py
README.mdhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/README.md
README.mdhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/README.md
__init__.pyhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/__init__.py
__init__.pyhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/__init__.py
build_extractor.shhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/build_extractor.sh
build_extractor.shhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/build_extractor.sh
code2vec.pyhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/code2vec.py
code2vec.pyhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/code2vec.py
common.pyhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/common.py
common.pyhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/common.py
extractor.pyhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/extractor.py
extractor.pyhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/extractor.py
interactive_predict.pyhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/interactive_predict.py
interactive_predict.pyhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/interactive_predict.py
model.pyhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/model.py
model.pyhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/model.py
preprocess.pyhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/preprocess.py
preprocess.pyhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/preprocess.py
preprocess.shhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/preprocess.sh
preprocess.shhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/preprocess.sh
preprocess_csharp.shhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/preprocess_csharp.sh
preprocess_csharp.shhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/preprocess_csharp.sh
train.shhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/train.sh
train.shhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/train.sh
READMEhttps://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452
Licensehttps://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#code2vec
Uri Alonhttp://urialon.cswp.cs.technion.ac.il
Meital Zilbersteinhttp://www.cs.technion.ac.il/~mbs/
Omer Levyhttps://levyomer.wordpress.com
Eran Yahavhttp://www.cs.technion.ac.il/~yahave/
[PDF]https://urialon.cswp.cs.technion.ac.il/wp-content/uploads/sites/83/2018/12/code2vec-popl19.pdf
POPL'2019https://popl19.sigplan.org
https://code2vec.org/https://code2vec.org/
Extending to other languageshttps://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#extending-to-other-languages
https://github.com/tech-srl/code2vec/raw/master/images/network.png
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#table-of-contents
Requirementshttps://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#requirements
Quickstarthttps://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#quickstart
Configurationhttps://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#configuration
Featureshttps://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#features
Extending to other languageshttps://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#extending-to-other-languages
Additional datasetshttps://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#additional-datasets
Citationhttps://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#citation
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#requirements
Python3https://www.linuxbabe.com/ubuntu/install-python-3-6-ubuntu-16-04-16-10-17-04
installhttps://www.tensorflow.org/install/install_linux
downloadhttps://developer.nvidia.com/cuda-90-download-archive
downloadhttp://developer.nvidia.com/cudnn
creating a new datasethttps://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#creating-and-preprocessing-a-new-java-dataset
manually examining a trained modelhttps://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#step-4-manual-examination-of-a-trained-model
Java JDKhttps://openjdk.java.net/install/
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#quickstart
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#step-0-cloning-this-repository
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#step-1-creating-a-new-dataset-from-java-sources
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#download-our-preprocessed-dataset-of-14m-examples-compressed-63gb-extracted-32gb
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#creating-and-preprocessing-a-new-java-dataset
preprocess.shhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/preprocess.sh
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#step-2-training-a-model
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#downloading-a-trained-model-14g
early stoppinghttps://en.wikipedia.org/wiki/Early_stopping
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#note
Releasing the modelhttps://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#releasing-the-model
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#training-a-model-from-scratch
train.shhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/train.sh
common.pyhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/common.py
Configurationhttps://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#configuration
train.shhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/train.sh
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#notes
common.pyhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/common.py
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#step-3-evaluating-a-trained-model
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#step-4-manual-examination-of-a-trained-model
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#configuration
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#confignum_epochs--20
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#configsave_every_epochs--1
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#configbatch_size--1024
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#configtest_batch_size--configbatch_size
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#configreading_batch_size--1300--4
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#confignum_batching_threads--2
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#configbatch_queue_size--300000
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#configdata_num_contexts--200
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#configmax_contexts--200
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#configwords_vocab_size--1301136
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#configtarget_vocab_size--261245
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#configpaths_vocab_size--911417
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#configembeddings_size--128
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#configmax_to_keep--10
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#features
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#releasing-the-model
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#exporting-the-trained-token-vectors-and-target-vectors
herehttp://urialon.cswp.cs.technion.ac.il/publications/
gensimhttps://radimrehurek.com/gensim/models/word2vec.html
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#extending-to-other-languages
JavaExtractorhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/JavaExtractor
preprocess.shhttps://github.com/gulian-github/code2vec/blob/88011abcd147f94f43dbc55fcdfedf256e46f452/preprocess.sh
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#additional-datasets
code2seqhttps://arxiv.org/pdf/1808.01400
http://urialon.cswp.cs.technion.ac.il/publications/http://urialon.cswp.cs.technion.ac.il/publications/
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#java-small-compressed-366mb-extracted-19gb
Allamanis et al. (ICML'2016)http://groups.inf.ed.ac.uk/cup/codeattention/
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#java-med-compressed-18gb-extracted-93gb
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#java-large-compressed-72gb-extracted-37gb
https://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#citation
code2vec: Learning Distributed Representations of Codehttps://arxiv.org/pdf/1803.09473
code2vec.orghttps://code2vec.org
Readmehttps://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#readme-ov-file
Licensehttps://github.com/gulian-github/code2vec/tree/88011abcd147f94f43dbc55fcdfedf256e46f452#License-1-ov-file
Activityhttps://github.com/gulian-github/code2vec/activity
0 starshttps://github.com/gulian-github/code2vec/stargazers
0 watchinghttps://github.com/gulian-github/code2vec/watchers
0 forkshttps://github.com/gulian-github/code2vec/forks
Report repositoryhttps://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fgulian-github%2Fcode2vec&report=gulian-github+%28user%29
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

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