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.ipynb_checkpoints
.ipynb_checkpoints
 
 
__pycache__
__pycache__
 
 
code_summarization
code_summarization
 
 
.gitignore
.gitignore
 
 
Analysis.ipynb
Analysis.ipynb
 
 
Data Download.ipynb
Data Download.ipynb
 
 
Finding Dictionary From Vocab Size.ipynb
Finding Dictionary From Vocab Size.ipynb
 
 
Parse-Java.ipynb
Parse-Java.ipynb
 
 
README.md
README.md
 
 
Sub-Tree Encoding.ipynb
Sub-Tree Encoding.ipynb
 
 
Summarization Compression.ipynb
Summarization Compression.ipynb
 
 
compress-train-test-valid.sh
compress-train-test-valid.sh
 
 
compress.py
compress.py
 
 
compress_script1.sh
compress_script1.sh
 
 
compress_script2.sh
compress_script2.sh
 
 
compress_script3.sh
compress_script3.sh
 
 
compress_script4.sh
compress_script4.sh
 
 
mavenproject1-1.0-SNAPSHOT-jar-with-dependencies.jar
mavenproject1-1.0-SNAPSHOT-jar-with-dependencies.jar
 
 
results.json
results.json
 
 
ste.py
ste.py
 
 

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Sub-Tree-Encoding

Algorithm for compressing source code for Deep Learning

The STE is a novel compression algorithm can compress a source code by 20% without any information loss and train a sequence to sequence code summarization model 10% faster.

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