chore: Add research-method skill#756
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Jun 23, 2026
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Will we make specific skills for aggregators and scalarizations? For instance it would be nice to talk about proposing a plan for weightings (Gramian based), Can the method be implemented by combining existing things in the library, etc...
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| # Research new method | ||
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| This skill researched about a new method by reading the paper and the existing implementations, proposing a plan for a TorchJD implementation. |
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| This skill researched about a new method by reading the paper and the existing implementations, proposing a plan for a TorchJD implementation. | |
| This skill researches about a new method by reading the paper and the existing implementations, proposing a plan for integrating an implmentation in TorchJD. |
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| On GitHub, we have a tracking issue for scalarizers (https://github.com/SimplexLab/TorchJD/issues/667) and one for aggregators (https://github.com/SimplexLab/TorchJD/issues/665). | ||
| The first goal is to generate a new row for the table in the appropriate tracking issue. | ||
| You will also have to find the official implementation (if any), that could be linked in the paper, and the most known non-official implementations (search in particular in LibMTL, libmoon and pymoo, and search for more repos online). You will have to find the exact file(s) and lines in which the method is implemented. |
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| You will also have to find the official implementation (if any), that could be linked in the paper, and the most known non-official implementations (search in particular in LibMTL, libmoon and pymoo, and search for more repos online). You will have to find the exact file(s) and lines in which the method is implemented. | |
| You will also have to find the official implementation (if any), that could be linked in the paper, and the most known non-official implementations (search in particular in LibMTL, libmoon and pymoo, and search for more repos online). You will have to find the exact files and lines in which the method is implemented. |
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