KasparasKralikas
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6a7e5fafe2
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Merge pull request #1 from KasparasKralikas/duplicate-pairs-similarity
Duplicate Bug Report Detection Model
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2020-06-17 18:47:12 +03:00 |
KasparasKralikas
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468c32b890
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Class weights and other optimizations
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2020-06-17 10:45:11 +03:00 |
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KasparasKralikas
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dfc38f6cb7
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Introduced learning rate decay
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2020-05-22 20:05:18 +03:00 |
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KasparasKralikas
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eb29786a46
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Added logging of target predictions
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2020-05-12 20:34:34 +03:00 |
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KasparasKralikas
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81bd646bfa
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Improved prediction functionality for validation
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2020-05-12 16:03:44 +03:00 |
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KasparasKralikas
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bfe8d14856
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Switched to completely siamese model
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2020-05-11 22:13:44 +03:00 |
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KasparasKralikas
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2c8c80c1fc
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Improved the model and predictions functionality
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2020-05-11 17:50:52 +03:00 |
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KasparasKralikas
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77fdf8bbca
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tweaked the model to use pretrained embedding
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2020-05-09 16:57:18 +03:00 |
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KasparasKralikas
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f489f034cb
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creating custom embedder
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2020-05-09 12:40:50 +03:00 |
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KasparasKralikas
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fcceee306d
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added ability to predict top k results
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2020-05-08 20:12:31 +03:00 |
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KasparasKralikas
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11180b9e9b
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initial model for duplicate similarity evaluation
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2020-05-08 09:39:49 +03:00 |
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KasparasKralikas
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593b64a5f1
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Tweaking parameters and metrics
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2020-05-05 15:53:03 +03:00 |
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KasparasKralikas
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1fa51e3921
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Introduced new metrics
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2020-05-03 18:17:14 +03:00 |
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KasparasKralikas
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493b2726b3
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Introduced bug_mode_client module to simplify usage
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2020-04-28 16:30:03 +03:00 |
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KasparasKralikas
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74ddf071b4
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switched to using one_hot encoding, introduced more metrics
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2020-04-27 15:10:43 +03:00 |
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KasparasKralikas
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d53dbf1bd4
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Simple duplicate classifier implemented
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2020-04-14 20:24:12 +03:00 |
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KasparasKralikas
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1375eeeae6
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Adding master_id column
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2020-04-14 19:21:28 +03:00 |
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KasparasKralikas
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2eadf13c42
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Moved the implementation to bug_model module
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2020-04-14 19:09:26 +03:00 |
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KasparasKralikas
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f9e67e23f3
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Basic model that classifies report as a bug or a spam
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2020-04-14 16:35:01 +03:00 |
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KasparasKralikas
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8f9b0c963e
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Included extra column
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2020-04-14 14:56:59 +03:00 |
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KasparasKralikas
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231ea52b96
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Basis for text preprocessing
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2020-04-14 14:43:45 +03:00 |
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KasparasKralikas
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38a8a15920
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Ignoring the training dataset
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2020-04-14 12:23:20 +03:00 |
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KasparasKralikas
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1793da9ec4
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Initial commit
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2020-04-14 12:19:09 +03:00 |