Datasets:
| license: apache-2.0 | |
| task_categories: | |
| - translation | |
| pretty_name: 'SMDB: Database of math expressions, in prefix representation, and their | |
| derivatives' | |
| size_categories: | |
| - 10M<n<100M | |
| dataset_info: | |
| features: | |
| - name: text | |
| dtype: string | |
| - name: label | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 31891613727.67312 | |
| num_examples: 77244284 | |
| - name: test | |
| num_bytes: 161068902.1634406 | |
| num_examples: 390123 | |
| - name: valid | |
| num_bytes: 161068902.1634406 | |
| num_examples: 390123 | |
| download_size: 10509378326 | |
| dataset_size: 32213751532.0 | |
| ***SMDB (symbolic mathematics database) Derivatives dataset*** | |
| This is a collection of expressions generated using the method of Lample, et al (https://arxiv.org/abs/1912.01412). | |
| 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). |