dvc

问题 I want to classify ~1m+ documents and have a Version Control System for in- and Output of the corresponding model. The data changes over time: sample size increases over time new Features might appear anonymization procedure might Change over time So basically "everything" might change: amount of observations, Features and the values. We are interested in making the ml model Building reproducible without using 10/100+ GB of disk volume, because we save all updated versions of Input data.

问题 I want to classify ~1m+ documents and have a Version Control System for in- and Output of the corresponding model. The data changes over time: sample size increases over time new Features might appear anonymization procedure might Change over time So basically "everything" might change: amount of observations, Features and the values. We are interested in making the ml model Building reproducible without using 10/100+ GB of disk volume, because we save all updated versions of Input data.