| ## 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 | |
