Reproducing scientific papers » History » Version 1
Evgeniy Pavlovskiy, 2022-03-21 13:23
| 1 | 1 | Evgeniy Pavlovskiy | h1. Reproducing scientific papers |
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| 2 | |||
| 3 | Given: |
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| 4 | 1. A link to a scientific paper. |
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| 5 | 2. A link to a repository with the sourcecode for the paper. |
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| 6 | |||
| 7 | Requirements: |
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| 8 | 1. Report should have your own result on test or validation set. |
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| 9 | 2. The results should be compared with the paper's one. |
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| 10 | 3. A slide should contain your experience summary, including you positive feedback, highlighting problems of reproducing, discrepancy reason if present. |
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| 11 | |||
| 12 | Actions: |
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| 13 | [0. Find the source codes for the paper.] |
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| 14 | 1. Run training on a given ML-pipeline if you have enough resources. If no, find available models. If both no, select another paper. |
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| 15 | 2. Run test on the obtained model. |