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funcom-python dataset
Funcom-python dataset is a dataset from 40,000 Python projects downloaded from Github. It inludes 270k functions. We provide the details of our dataset in the following table:
| filename | Value |
|---|---|
| coms.test | reference comment for testset |
| com.tok | token file for comment |
| dataset_graph.pkl | graph data for codegnnGRU model |
| dataset_seqs.h5 | sequence data which includes comment for training, and code for prediction and training |
| dataset_short.pkl | file includes all tokens |
| graph.tok | token file for graph |
| smls.tok | token file for AST |
Details Parameters
We provide details of the parameters in the following table:
| Parameters | Value |
|---|---|
| tokens in target subroutine | 50 |
| words in summary | 13 |
| source code vocabulary size | 100k |
| summary vocabulary size | 11000 |
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