Datasets:
File size: 1,008 Bytes
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---
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). |