
***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).
task_categories:translation size_categories:10M<n<100M license:apache-2.0 arxiv:1912.01412 region:us
{"license": "apache-2.0", "size_categories": ["10M<n<100M"], "task_categories": ["translation"], "pretty_name": "SMDB: Database of math expressions, in prefix representation, and their derivatives", "dataset_info": {"features": [{"name": "Expression", "dtype": "string"}, {"name": "Derivative", "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": 10511064369, "dataset_size": 32213751532.0}}
TAGS
#task_categories-translation #size_categories-10M<n<100M #license-apache-2.0 #arxiv-1912.01412 #region-us 


*SMDB (symbolic mathematics database) Derivatives dataset*

This is a collection of expressions generated using the method of Lample, et al (URL 

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).
TAGS
#task_categories-translation #size_categories-10M<n<100M #license-apache-2.0 #arxiv-1912.01412 #region-us 
