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3a25027
1 Parent(s): 35f1fec

Add new tfidf_model results and update previous model results with most recent tests

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  1. semantic_model_1/README.md +3 -3
  2. semantic_model_1/emissions.csv +6 -0
  3. semantic_model_1/figs/feedzai-pdb_a074bf9457a69c397ab66a5933f3c2a14597e7c2.png +0 -0
  4. semantic_model_1/figs/feedzai-pdb_f4533c83dcbd25f5da25557569912fc3fe8b47a9.png +0 -0
  5. semantic_model_1/figs/logstash-logstash-logback-encoder_ae9aa10f29670dad104751ccd670b8956c8ab0db.png +0 -0
  6. semantic_model_1/figs/logstash-logstash-logback-encoder_c886112d5b0f47f44eeac526f24e7688a863be01.png +0 -0
  7. semantic_model_1/figs/rrd4j-rrd4j_7fdbdac6a82d26f5ec571987ad8b49735ede27d4.png +0 -0
  8. semantic_model_1/figs/rrd4j-rrd4j_b7dbe7a2d1729dcf92efed7e557c165be021103f.png +0 -0
  9. semantic_model_1/pytorch_model.bin +1 -1
  10. semantic_model_1/results/results.jsonl +0 -0
  11. semantic_model_1/results/results_processed_impact_df.csv +6 -6
  12. semantic_structural_model/emissions.csv +11 -0
  13. semantic_structural_model/figs/AddstarMC-Prism-Bukkit_0792c8253ea17e975051e2e776c30df976dcd28e.png +0 -0
  14. semantic_structural_model/figs/AddstarMC-Prism-Bukkit_0b3a893d54776b9b633fbdc019cd5a9f4886de9e.png +0 -0
  15. semantic_structural_model/figs/AddstarMC-Prism-Bukkit_1b1c0338b37e9c35a2b8f81b51048af4d13a4f0a.png +0 -0
  16. semantic_structural_model/figs/AddstarMC-Prism-Bukkit_36223100fbae82dd0abec7145fbbe54a3d2f920e.png +0 -0
  17. semantic_structural_model/figs/AddstarMC-Prism-Bukkit_5bc628df652ac70c3e4899328b4f2f6d7dcd6912.png +0 -0
  18. semantic_structural_model/figs/AddstarMC-Prism-Bukkit_62688e340819453193e89bf3e0bcbd6efe790974.png +0 -0
  19. semantic_structural_model/figs/AddstarMC-Prism-Bukkit_8b67b61beee826747e13c0de1fc9f8f5e769a463.png +0 -0
  20. semantic_structural_model/figs/AddstarMC-Prism-Bukkit_aee236bac0c18c06e3976b39171cde4df73b9df1.png +0 -0
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  22. semantic_structural_model/figs/AddstarMC-Prism-Bukkit_d63c86d393715e5bc702c165458a7c194ceaa582.png +0 -0
  23. semantic_structural_model/figs/AddstarMC-Prism-Bukkit_df52cd48ac4222e6058731ff099136f5fd2add8d.png +0 -0
  24. semantic_structural_model/figs/AddstarMC-Prism-Bukkit_e46949b5c1901b17a7bb5186733fa879d07a4f75.png +0 -0
  25. semantic_structural_model/figs/AddstarMC-Prism-Bukkit_e69da2c8ae10bb414b5bdffbde73fadf4f8fbdd6.png +0 -0
  26. semantic_structural_model/figs/AddstarMC-Prism-Bukkit_f5923318fe2edbd2deb2d2a2b35e3aa2e7fa123d.png +0 -0
  27. semantic_structural_model/figs/AddstarMC-Prism-Bukkit_f96169f9b6ff6b523230bfc777746651e02d829a.png +0 -0
  28. semantic_structural_model/figs/AddstarMC-Prism-Bukkit_fa1a0fcebfae5d59c74f20ea568ce3d37e39a1df.png +0 -0
  29. semantic_structural_model/figs/CitizensDev-CitizensAPI_6084f58585596059f0aef6e04364e2e41fd9c6b9.png +0 -0
  30. semantic_structural_model/figs/CitizensDev-CitizensAPI_a7ad51015b378895c6b4e2b836d98e1126a33137.png +0 -0
  31. semantic_structural_model/figs/OpenHFT-Chronicle-Algorithms_9e69bee0c2c45c90cbd54e46fe6c996d691db209.png +0 -0
  32. semantic_structural_model/figs/OpenHFT-Chronicle-Bytes_126a05ab1c310aea7a86853ce208d4b3df2e8c4b.png +0 -0
  33. semantic_structural_model/figs/OpenHFT-Chronicle-Bytes_291bc1b27514d36c3fc8288dbd7e21ed0b62e904.png +0 -0
  34. semantic_structural_model/figs/OpenHFT-Chronicle-Bytes_3b956aa5f964ce4a6e34e2c263f53a7233331565.png +0 -0
  35. semantic_structural_model/figs/OpenHFT-Chronicle-Bytes_3e5ea9c8d01795a3152f672731592d3a1dffe9c0.png +0 -0
  36. semantic_structural_model/figs/OpenHFT-Chronicle-Bytes_3e89f4127050d00028f8b89566687bd085437ff2.png +0 -0
  37. semantic_structural_model/figs/feedzai-pdb_a074bf9457a69c397ab66a5933f3c2a14597e7c2.png +0 -0
  38. semantic_structural_model/figs/feedzai-pdb_f4533c83dcbd25f5da25557569912fc3fe8b47a9.png +0 -0
  39. semantic_structural_model/figs/logstash-logstash-logback-encoder_ae9aa10f29670dad104751ccd670b8956c8ab0db.png +0 -0
  40. semantic_structural_model/figs/logstash-logstash-logback-encoder_c886112d5b0f47f44eeac526f24e7688a863be01.png +0 -0
  41. semantic_structural_model/figs/rrd4j-rrd4j_7fdbdac6a82d26f5ec571987ad8b49735ede27d4.png +0 -0
  42. semantic_structural_model/figs/rrd4j-rrd4j_b7dbe7a2d1729dcf92efed7e557c165be021103f.png +0 -0
  43. semantic_structural_model/model.pt +2 -2
  44. semantic_structural_model/results/results.jsonl +0 -0
  45. semantic_structural_model/results/results_processed_impact_df.csv +6 -6
  46. tfidf_model/figs/feedzai-pdb_a074bf9457a69c397ab66a5933f3c2a14597e7c2.png +0 -0
  47. tfidf_model/figs/feedzai-pdb_f4533c83dcbd25f5da25557569912fc3fe8b47a9.png +0 -0
  48. tfidf_model/figs/logstash-logstash-logback-encoder_ae9aa10f29670dad104751ccd670b8956c8ab0db.png +0 -0
  49. tfidf_model/figs/logstash-logstash-logback-encoder_c886112d5b0f47f44eeac526f24e7688a863be01.png +0 -0
  50. tfidf_model/figs/rrd4j-rrd4j_7fdbdac6a82d26f5ec571987ad8b49735ede27d4.png +0 -0
semantic_model_1/README.md CHANGED
@@ -45,9 +45,9 @@ The model was trained with the parameters:
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  **DataLoader**:
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- `torch.utils.data.dataloader.DataLoader` of length 1875 with parameters:
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  ```
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- {'batch_size': 32, 'sampler': 'torch.utils.data.sampler.RandomSampler', 'batch_sampler': 'torch.utils.data.sampler.BatchSampler'}
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  ```
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  **Loss**:
@@ -60,7 +60,7 @@ The model was trained with the parameters:
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  Parameters of the fit()-Method:
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  ```
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  {
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- "epochs": 1,
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  "evaluation_steps": 0,
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  "evaluator": "NoneType",
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  "max_grad_norm": 1,
 
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  **DataLoader**:
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  ```
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+ {'batch_size': 128, 'sampler': 'torch.utils.data.sampler.RandomSampler', 'batch_sampler': 'torch.utils.data.sampler.BatchSampler'}
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  ```
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  **Loss**:
 
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  Parameters of the fit()-Method:
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  ```
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  {
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+ "epochs": 10,
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  "evaluation_steps": 0,
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  "evaluator": "NoneType",
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  "max_grad_norm": 1,
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- 5,rrd4j/rrd4j,b7dbe7a2d1729dcf92efed7e557c165be021103f,7fdbdac6a82d26f5ec571987ad8b49735ede27d4,"[['src/main/java/org/rrd4j/core/RrdDbPool.java~getCanonicalUriUsage#L660-L671', 'src/main/java/org/rrd4j/core/RrdDbPool.java~requestRrdDb#L435-L453', 'src/main/java/org/rrd4j/core/RrdDbPool.java~requestRrdDb#L455-L474', 'src/main/java/org/rrd4j/core/RrdDbPool.java~passNext#L249-L281'], ['src/main/java/org/rrd4j/data/DataProcessor.java~fetchRrdData#L976-L1045']]",5,True,0.029388042024271685,0.6656634060697266
 
1
  ,repo,parent_commit,commit,changes,num_methods_changed,compilable,average_precision,auc_score
2
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tfidf_model/figs/rrd4j-rrd4j_7fdbdac6a82d26f5ec571987ad8b49735ede27d4.png ADDED