Visualize remaining training time when fitting a GLM object.
geektoni opened this issue · 3 comments
When training a model it would be beneficial to visualize some kind of progress bar to understand how much time it will take to complete all the iterations (at least if we do not converge).
For instance, this feature could be easily added by wrapping a range object with tqdm (https://github.com/tqdm/tqdm). A flag could be then passed to the GLM object to enable/disable this feature.
Any thoughts on this?
I think you might be able to achieve this using logging module or print commands?
I think you might be able to achieve this using
loggingmodule or
I'm not very familiar with the logging module, but I guess it depends on how much the users care about the "visual" experience. It would be possible to add just print statement all over the place, but I guess it wouldn't be a very elegant solution (too many print would kind of pollute the codebase).