Skip to main content

Blog

Learn About Our Meetup

5000+ Members

GO >

MEETUPS

LEARN, CONNECT, SHARE

Join our meetup, learn, connect, share, and get to know your Toronto AI community. 

JOIN

JOB POSTINGS

INDEED POSTINGS

Browse through the latest deep learning, ai, machine learning postings from Indeed for the GTA.

JOBS

CONTACT

CONNECT WITH US

Are you looking to sponsor space, be a speaker, or volunteer, feel free to give us a shout.

CONTACT

[D] Effective Management of your Machine Learning Laboratory

The author shortly demonstrate how you can easily make use of DVC tool to effectively manage your ML workflow: Effective Management of your Machine Learning Laboratory

An example project (from the article) in the author’s personal GitHub

The following common ML workflow issues are dealt with in the article:

  • how to connect versions of source codes and versions of large data files?
  • how to recover model from weeks earlier without retraining it?
  • how to run only model inferencing using a model that I built weeks ago?
  • how to keep a track of model parameters of various ML experiments?

submitted by /u/thumbsdrivesmecrazy
[link] [comments]