lucassaavedra123 / statisticframe Goto Github PK

Reports are a useful feature that we can provide. Consider the case where someone requires detailed reporting on a linear regression model. So, make one and save it as a pdf. It's a good piece of automation.

What kind of reports we could add:

• Reports on one model
• Reports on datasets

Some code is repeated and shouldn't happen.

Include both model and its plotting

Running code is possible as long as pathmagic.py are added inside folders. This is awful. Try to delete these files.

Include both model and its plotting

Statisticframe is likely to be useless if we create predictions but don't save them. This issue is related to #8. Reports are about statistic values such as mean, r2, plots, etc. However, if we use pdfs, we want to print them rather than alter or read them. We can keep a "database" of datasets using CSVs. For all of these data and statisticframe instances, Docker will supply us with a genuine database, but for now, we're working for amateur analysts.

If I create a Linear Regression model, make the plot and save it as a file (if it's possible, of course)