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license: apache-2.0 |
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task_categories: |
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- translation |
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pretty_name: >- |
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SMDB: Database of math expressions, in prefix representation, and their |
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derivatives |
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size_categories: |
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- 10M<n<100M |
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***SMDB (symbolic mathematics database) Derivatives dataset*** |
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This is a collection of expressions generated using the method of Lample, et al (https://arxiv.org/abs/1912.01412). |
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Each expression draws from a set list of operations, constants (-5..5, excluding zero), e, pi, and symbols (x0..x7). The derivatives are all with respect to x0 (the assumption being a derivative by another symbol is the same, modulo symbol renaming). |
