Dataset Open Access

Import2vec - Learning Embeddings for Software Libraries

Bart Theeten; Frederik Vandeputte; Tom Van Cutsem

Supplemental material to the MSR 2019 submission, containing a Jupyter Notebook to reproduce some of the results of the evaluation section, as well as trained vectors in multiple dimensions for the Java, JS and Python ecosystems.

For a live demo of a contextual search engine built on import2vec, please visit https://www.code-compass.com.

Files (492.2 MB)
Name Size
Evaluation.ipynb
md5:75a61cf26c0ac965c66f0ed1bdcfae48
25.2 kB Download
java_w2v_dim100.txt.gz
md5:2259f946e1add62be46a985d5f5f1bd7
53.5 MB Download
java_w2v_dim40.txt.gz
md5:b02711dcae2ef81fe2771fc8e87eb461
22.1 MB Download
java_w2v_dim50.txt.gz
md5:cd37747234a8e12a5717d673c51418a1
27.4 MB Download
java_w2v_dim60.txt.gz
md5:52c1c1ea8f15d8817c7e19cef8a849e9
32.6 MB Download
js_w2v_dim100.txt.gz
md5:e86b4619d1014b62799cf7aa14e38e66
42.7 MB Download
js_w2v_dim200.txt.gz
md5:f757329452efa919e1bd55dfe3a47e98
84.8 MB Download
js_w2v_dim40.txt.gz
md5:c21cd0288d28c262aaca86173041681b
17.5 MB Download
js_w2v_dim50.txt.gz
md5:21b56d9a2c6ef0edd7121bbbc078a368
21.7 MB Download
js_w2v_dim60.txt.gz
md5:c97f451fbeb49b0e88f88da3e46e6e25
25.9 MB Download
python_w2v_dim100.txt.gz
md5:832f69af77ed96bbff89b08cb2a6896b
36.4 MB Download
python_w2v_dim200.txt.gz
md5:3453b232119fe0c3da863c915dd9c50c
72.3 MB Download
python_w2v_dim40.txt.gz
md5:89625a12bed3c2ac91215b1aa9823a62
14.8 MB Download
python_w2v_dim50.txt.gz
md5:58f45495511c21aa79ae8d3635880ab6
18.4 MB Download
python_w2v_dim60.txt.gz
md5:6876dff1023f4740f39979ed0f27bf9d
22.0 MB Download
README.txt
md5:153ef76f8f34e4965d77a6914c24df66
1.4 kB Download
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