René's URL Explorer Experiment

Title: GitHub - ayush1801/code2seq: Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"

Open Graph Title: GitHub - ayush1801/code2seq: Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"

X Title: GitHub - ayush1801/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" - ayush1801/code2seq

Open Graph Description: Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code" - ayush1801/code2seq

X Description: Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code" - ayush1801/code2seq

Opengraph URL: https://github.com/ayush1801/code2seq

X: @github

direct link

Domain: patch-diff.githubusercontent.com

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fetch-nonce	v2:b5516a77-4737-c7ec-d37f-e18ac9646573
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og:image:alt	Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code" - ayush1801/code2seq
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51 Commits	https://patch-diff.githubusercontent.com/ayush1801/code2seq/commits/master/
	https://patch-diff.githubusercontent.com/ayush1801/code2seq/commits/master/
CSharpExtractor	https://patch-diff.githubusercontent.com/ayush1801/code2seq/tree/master/CSharpExtractor
CSharpExtractor	https://patch-diff.githubusercontent.com/ayush1801/code2seq/tree/master/CSharpExtractor
JavaExtractor	https://patch-diff.githubusercontent.com/ayush1801/code2seq/tree/master/JavaExtractor
JavaExtractor	https://patch-diff.githubusercontent.com/ayush1801/code2seq/tree/master/JavaExtractor
Python150kExtractor	https://patch-diff.githubusercontent.com/ayush1801/code2seq/tree/master/Python150kExtractor
Python150kExtractor	https://patch-diff.githubusercontent.com/ayush1801/code2seq/tree/master/Python150kExtractor
baseline_tokenization	https://patch-diff.githubusercontent.com/ayush1801/code2seq/tree/master/baseline_tokenization
baseline_tokenization	https://patch-diff.githubusercontent.com/ayush1801/code2seq/tree/master/baseline_tokenization
cppminer @ a7b355d	https://patch-diff.githubusercontent.com/Kolkir/cppminer/tree/a7b355da04fa9286dc05723d080faf82a0b7704b
cppminer @ a7b355d	https://patch-diff.githubusercontent.com/Kolkir/cppminer/tree/a7b355da04fa9286dc05723d080faf82a0b7704b
images	https://patch-diff.githubusercontent.com/ayush1801/code2seq/tree/master/images
images	https://patch-diff.githubusercontent.com/ayush1801/code2seq/tree/master/images
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Input.source	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/Input.source
LICENSE	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/LICENSE
LICENSE	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/LICENSE
README.md	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/README.md
README.md	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/README.md
__init__.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/__init__.py
__init__.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/__init__.py
args.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/args.py
args.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/args.py
code2seq.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/code2seq.py
code2seq.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/code2seq.py
common.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/common.py
common.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/common.py
config.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/config.py
config.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/config.py
cpp_extractor.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/cpp_extractor.py
cpp_extractor.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/cpp_extractor.py
interactive_predict.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/interactive_predict.py
interactive_predict.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/interactive_predict.py
java_extractor.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/java_extractor.py
java_extractor.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/java_extractor.py
model.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/model.py
model.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/model.py
modelrunner.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/modelrunner.py
modelrunner.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/modelrunner.py
preprocess.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/preprocess.py
preprocess.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/preprocess.py
preprocess.sh	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/preprocess.sh
preprocess.sh	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/preprocess.sh
preprocess_csharp.sh	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/preprocess_csharp.sh
preprocess_csharp.sh	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/preprocess_csharp.sh
reader.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/reader.py
reader.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/reader.py
results.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/results.py
results.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/results.py
train.sh	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/train.sh
train.sh	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/train.sh
train_python150k.sh	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/train_python150k.sh
train_python150k.sh	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/train_python150k.sh
README	https://patch-diff.githubusercontent.com/ayush1801/code2seq
MIT license	https://patch-diff.githubusercontent.com/ayush1801/code2seq
	https://patch-diff.githubusercontent.com/ayush1801/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
https://github.com/tech-srl/code2seq	https://github.com/tech-srl/code2seq
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#table-of-contents
Requirements	https://patch-diff.githubusercontent.com/ayush1801/code2seq#requirements
Quickstart	https://patch-diff.githubusercontent.com/ayush1801/code2seq#quickstart
Configuration	https://patch-diff.githubusercontent.com/ayush1801/code2seq#configuration
Extending to other languages	https://patch-diff.githubusercontent.com/ayush1801/code2seq#extending-to-other-languages
Datasets	https://patch-diff.githubusercontent.com/ayush1801/code2seq#datasets
	https://patch-diff.githubusercontent.com/ayush1801/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
creating a new Java dataset	https://patch-diff.githubusercontent.com/ayush1801/code2seq#creating-and-preprocessing-a-new-java-dataset
manually examining a trained model	https://patch-diff.githubusercontent.com/ayush1801/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/ayush1801/code2seq#quickstart
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#step-0-cloning-this-repository
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#step-1-creating-a-new-dataset-from-java-sources
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#download-our-preprocessed-dataset-java-large-dataset-16m-examples-compressed-11g-extracted-125gb
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#creating-and-preprocessing-a-new-java-dataset
preprocess.sh	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/preprocess.sh
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#training-a-model-from-scratch
train.sh	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/train.sh
config.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/config.py
Configuration	https://patch-diff.githubusercontent.com/ayush1801/code2seq#configuration
train.sh	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/train.sh
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#step-3-evaluating-a-trained-model
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#step-4-manual-examination-of-a-trained-model
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#note
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#configuration
config.py	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/config.py
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#confignum_epochs--3000
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#configsave_every_epochs--1
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#configpatience--10
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#configbatch_size--512
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#configshuffle_buffer_size--10000
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#configcsv_buffer_size--100--1024--1024
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#configmax_contexts--200
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#configsubtokens_vocab_max_size--190000
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#configtarget_vocab_max_size--27000
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#configembeddings_size--128
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#configrnn_size--128--2
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#configdecoder_size--320
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#confignum_decoder_layers--1
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#configmax_path_length--8--1
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#configmax_name_parts--5
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#configmax_target_parts--6
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#configbirnn--true
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#configrandom_contexts--true
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#configbeam_width--0
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#configuse_momentum--true
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#extending-to-other-languages
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/ayush1801/code2seq/blob/master/JavaExtractor
preprocess.sh	https://patch-diff.githubusercontent.com/ayush1801/code2seq/blob/master/preprocess.sh
	https://patch-diff.githubusercontent.com/ayush1801/code2seq#datasets
	https://patch-diff.githubusercontent.com/ayush1801/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
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CodeNN	https://github.com/sriniiyer/codenn/
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C++	https://drive.google.com/file/d/15BDd6zHFkVJXl95FG4JnnSse48k1UR3E/view?usp=sharing
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