René's URL Explorer Experiment

Title: GitHub - Henry199898/code2seq: Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"

Open Graph Title: GitHub - Henry199898/code2seq: Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"

X Title: GitHub - Henry199898/code2seq: Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"

Description: Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code" - Henry199898/code2seq

Open Graph Description: Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code" - Henry199898/code2seq

X Description: Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code" - Henry199898/code2seq

Opengraph URL: https://github.com/Henry199898/code2seq

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:b7874e4d-2450-790f-9862-f8aa8c5d1e28
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	E71C:2DD96C:DA9ADC:118E46B:6976CCE3
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og:image:alt	Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code" - Henry199898/code2seq
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code2seq	https://patch-diff.githubusercontent.com/Henry199898/code2seq
tech-srl/code2seq	https://patch-diff.githubusercontent.com/tech-srl/code2seq
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code2seq.org	http://code2seq.org
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40 Commits	https://patch-diff.githubusercontent.com/Henry199898/code2seq/commits/master/
	https://patch-diff.githubusercontent.com/Henry199898/code2seq/commits/master/
CSharpExtractor	https://patch-diff.githubusercontent.com/Henry199898/code2seq/tree/master/CSharpExtractor
CSharpExtractor	https://patch-diff.githubusercontent.com/Henry199898/code2seq/tree/master/CSharpExtractor
JavaExtractor	https://patch-diff.githubusercontent.com/Henry199898/code2seq/tree/master/JavaExtractor
JavaExtractor	https://patch-diff.githubusercontent.com/Henry199898/code2seq/tree/master/JavaExtractor
Python150kExtractor	https://patch-diff.githubusercontent.com/Henry199898/code2seq/tree/master/Python150kExtractor
Python150kExtractor	https://patch-diff.githubusercontent.com/Henry199898/code2seq/tree/master/Python150kExtractor
baseline_tokenization	https://patch-diff.githubusercontent.com/Henry199898/code2seq/tree/master/baseline_tokenization
baseline_tokenization	https://patch-diff.githubusercontent.com/Henry199898/code2seq/tree/master/baseline_tokenization
images	https://patch-diff.githubusercontent.com/Henry199898/code2seq/tree/master/images
images	https://patch-diff.githubusercontent.com/Henry199898/code2seq/tree/master/images
.gitignore	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/.gitignore
.gitignore	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/.gitignore
Input.java	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/Input.java
Input.java	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/Input.java
LICENSE	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/LICENSE
LICENSE	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/LICENSE
README.md	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/README.md
README.md	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/README.md
__init__.py	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/__init__.py
__init__.py	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/__init__.py
code2seq.py	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/code2seq.py
code2seq.py	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/code2seq.py
common.py	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/common.py
common.py	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/common.py
config.py	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/config.py
config.py	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/config.py
extractor.py	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/extractor.py
extractor.py	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/extractor.py
interactive_predict.py	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/interactive_predict.py
interactive_predict.py	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/interactive_predict.py
model.py	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/model.py
model.py	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/model.py
preprocess.py	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/preprocess.py
preprocess.py	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/preprocess.py
preprocess.sh	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/preprocess.sh
preprocess.sh	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/preprocess.sh
preprocess_csharp.sh	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/preprocess_csharp.sh
preprocess_csharp.sh	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/preprocess_csharp.sh
reader.py	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/reader.py
reader.py	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/reader.py
train.sh	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/train.sh
train.sh	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/train.sh
train_python150k.sh	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/train_python150k.sh
train_python150k.sh	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/train_python150k.sh
README	https://patch-diff.githubusercontent.com/Henry199898/code2seq
MIT license	https://patch-diff.githubusercontent.com/Henry199898/code2seq
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#code2seq
Uri Alon	http://urialon.cswp.cs.technion.ac.il
Shaked Brody	http://www.cs.technion.ac.il/people/shakedbr/
Omer Levy	https://levyomer.wordpress.com
Eran Yahav	http://www.cs.technion.ac.il/~yahave/
[PDF]	https://openreview.net/pdf?id=H1gKYo09tX
here	https://urialon.cswp.cs.technion.ac.il/wp-content/uploads/sites/83/2019/05/ICLR19_poster_code2seq.pdf
https://code2seq.org	https://code2seq.org
Extending to other languages	https://patch-diff.githubusercontent.com/Henry199898/code2seq#extending-to-other-languages
	https://github.com/tech-srl/code2seq/raw/master/images/network.png
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#see-also
PDF	https://arxiv.org/pdf/1910.00577.pdf
PDF	https://arxiv.org/pdf/1910.07517.pdf
PDF	https://arxiv.org/pdf/1902.09122
PDF	https://urialon.cswp.cs.technion.ac.il/wp-content/uploads/sites/83/2018/12/code2vec-popl19.pdf
https://code2vec.org	https://code2vec.org
code	https://github.com/tech-srl/code2vec/
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#table-of-contents
Requirements	https://patch-diff.githubusercontent.com/Henry199898/code2seq#requirements
Quickstart	https://patch-diff.githubusercontent.com/Henry199898/code2seq#quickstart
Configuration	https://patch-diff.githubusercontent.com/Henry199898/code2seq#configuration
Releasing a trained mode	https://patch-diff.githubusercontent.com/Henry199898/code2seq#releasing-a-trained-model
Extending to other languages	https://patch-diff.githubusercontent.com/Henry199898/code2seq#extending-to-other-languages
Datasets	https://patch-diff.githubusercontent.com/Henry199898/code2seq#datasets
Baselines	https://patch-diff.githubusercontent.com/Henry199898/code2seq#baselines
Citation	https://patch-diff.githubusercontent.com/Henry199898/code2seq#citation
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#requirements
python3	https://www.linuxbabe.com/ubuntu/install-python-3-6-ubuntu-16-04-16-10-17-04
install	https://www.tensorflow.org/install/install_linux
@Kolkir	https://github.com/Kolkir/
https://github.com/Kolkir/code2seq	https://github.com/Kolkir/code2seq
creating a new Java dataset	https://patch-diff.githubusercontent.com/Henry199898/code2seq#creating-and-preprocessing-a-new-java-dataset
manually examining a trained model	https://patch-diff.githubusercontent.com/Henry199898/code2seq#step-4-manual-examination-of-a-trained-model
JDK	https://openjdk.java.net/install/
dotnet-core	https://dotnet.microsoft.com/download
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#quickstart
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#step-0-cloning-this-repository
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#step-1-creating-a-new-dataset-from-java-sources
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#download-our-preprocessed-dataset-java-large-dataset-16m-examples-compressed-11g-extracted-125gb
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#creating-and-preprocessing-a-new-java-dataset
preprocess.sh	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/preprocess.sh
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#step-2-training-a-model
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#downloading-a-trained-model-137-mb
code2seq.org	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/code2seq.org
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#note
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#training-a-model-from-scratch
train.sh	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/train.sh
config.py	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/config.py
Configuration	https://patch-diff.githubusercontent.com/Henry199898/code2seq#configuration
train.sh	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/train.sh
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#step-3-evaluating-a-trained-model
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#step-4-manual-examination-of-a-trained-model
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#note-1
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#configuration
config.py	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/config.py
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#confignum_epochs--3000
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#configsave_every_epochs--1
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#configpatience--10
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#configbatch_size--512
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#configtest_batch_size--256
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#configshuffle_buffer_size--10000
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#configcsv_buffer_size--100--1024--1024
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#configmax_contexts--200
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#configsubtokens_vocab_max_size--190000
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#configtarget_vocab_max_size--27000
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#configembeddings_size--128
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#configrnn_size--128--2
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#configdecoder_size--320
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#confignum_decoder_layers--1
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#configmax_path_length--8--1
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#configmax_name_parts--5
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#configmax_target_parts--6
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#configbirnn--true
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#configrandom_contexts--true
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#configbeam_width--0
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#configuse_momentum--true
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#releasing-a-trained-model
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#extending-to-other-languages
@Kolkir	https://github.com/Kolkir/
https://github.com/Kolkir/cppminer	https://github.com/Kolkir/cppminer
@stasbel	https://github.com/stasbel
https://github.com/tech-srl/code2seq/tree/master/Python150kExtractor	https://github.com/tech-srl/code2seq/tree/master/Python150kExtractor
@izosak	https://github.com/izosak
https://github.com/tech-srl/id2vec	https://github.com/tech-srl/id2vec
CMU SEI team	https://github.com/cmu-sei/code2vec-c
PathMiner	https://github.com/JetBrains-Research/astminer
JavaExtractor	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/JavaExtractor
preprocess.sh	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/preprocess.sh
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#datasets
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#java
Java-small	https://s3.amazonaws.com/code2seq/datasets/java-small.tar.gz
Java-med	https://s3.amazonaws.com/code2seq/datasets/java-med.tar.gz
Java-large	https://s3.amazonaws.com/code2seq/datasets/java-large.tar.gz
Java-small-preprocessed	https://s3.amazonaws.com/code2seq/datasets/java-small-preprocessed.tar.gz
Java-med-preprocessed	https://s3.amazonaws.com/code2seq/datasets/java-med-preprocessed.tar.gz
Java-large-preprocessed	https://s3.amazonaws.com/code2seq/datasets/java-large-preprocessed.tar.gz
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#c
CodeNN	https://github.com/sriniiyer/codenn/
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#baselines
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#using-the-trained-model
OpenNMT-py	http://opennmt.net/OpenNMT-py/
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#creating-data-for-the-baseline
this	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/baseline_tokenization/subtokenize_nmt_baseline.py
this	https://patch-diff.githubusercontent.com/Henry199898/code2seq/blob/master/baseline_tokenization/input_example.txt
	https://patch-diff.githubusercontent.com/Henry199898/code2seq#citation
code2seq: Generating Sequences from Structured Representations of Code	https://arxiv.org/pdf/1808.01400
code2seq.org	http://code2seq.org
Readme	https://patch-diff.githubusercontent.com/Henry199898/code2seq#readme-ov-file
MIT license	https://patch-diff.githubusercontent.com/Henry199898/code2seq#MIT-1-ov-file
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