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add default weight decay
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adjust test to (new) default settings
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add weight decay parameter
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update from Adam to AdamW and add fixes for cuda issue
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Merge pull request #304 from matchms/persist_pairs
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main
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linting
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expand (and fix) tests
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Architecture experiments
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bump version
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Persist pairs to save large overhead when training model on large datasets
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implement pair storage option
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improve_sampling
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correct defaults
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try dropping tanh activation for embeddings
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update/refactor tests
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