| ## 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 | |