I 100% agree with the premise of this, I certainly attest to run tracking being a critical component of my own personal model development/training/tuning pipeline. Not sure how I feel about using yet another 3rd party data science platform though - it'd be nice if the run tracking piece was just a component I could import into my notebook, and have it automagically track things for me (like... how seamless tqdm is for showing progress bars while iterating over loops).
Regardless of my uncertainty around trying another 3rd party platform, the premise is spot on.
Thank you! I am very interested in finding open source and/or non-platform ways to deliver the solution to the community. I know how off-putting 3rd party platforms can be. That's why I put the word "tooling" on the product page, not "platform" :)
Please reach out to me on luke@dotscience.com if you'd be up for finding a way to work on that together.
Regardless of my uncertainty around trying another 3rd party platform, the premise is spot on.