Since a few people commented on the cost of using CometML (or its competitors), I wanted to suggest an open source project (that's been around for a while) I found helpful for organizing ML experiments and tracking. It has two different frontends to choose from (I like SacredBoard). If you like open source this might be the ML experiment tracker for you!
edit (forgot the link): https://github.com/IDSIA/sacred