The paper will appear in the proceedings of ICPC'23, RENE track.
All the results are available in the results/
folder.
You can find the data in the data/
folder. Those are compressed with 7z. Please unzip before usage.
The replication instructions are the following:
Install requirements.txt
for Python 3.8.
astnn_train_reg.py
- To reproduce Table 1 and Figure 6, run:
python astnn_train_reg.py --n_epoch=20 --n_min_samples=100 --split_method=p
python astnn_train_reg.py --n_epoch=20 --n_min_samples=100 --split_method=r
astnn_test_reg.py
to make plots
astnn_train_class.py
- To reproduce Figure 7 and 8, run:
python astnn_train_class.py --n_epoch=10 --n_min_samples=100
astnn_class4reg.py
astnn_similarity_vs_reg.py
astnn_train.py
- To reproduce Table 2 and Figure 9, run:
python astnn_train.py --n_epoch=5 --N=50000 --pairs_name=cf_cpp_pairs_1.5_1.1_False --n_min_samples=100 --split_method=p
python astnn_train.py --n_epoch=5 --N=50000 --pairs_name=cf_cpp_pairs_1.5_1.1_False --n_min_samples=100 --split_method=rp
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