Comet.ml

Automatically track machine learning code and experiments

#2 Product of the DayApril 06, 2018

Comet.ml allows machine learning teams to automatically track their machine learning code, experiments, hyperparameters and results. It works from every computer, whether it’s your laptop or a your favorite cloud provider.

Discussion
Would you recommend this product?
18 Reviews5.0/5

Love this product! The team has done a really good job on helping encapsulate a lot of the problems that ML engineers have. Already done very well - looks very promising for the future of machine learning. Congrats!

Pros:

- Slick Interface

- Super useful features

- Easy to integrate

Cons:

• Wish this was out sooner!

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We've been using the product for the last couple months on beta and it completely changed the way we approach and develop anything related to data.

Comet.ml team is super responsive and helped us with any support inquiry

Pros:

One liner integration with all popular python ML libraries.

Must have in every data team

Cons:

No support for R language

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This is such a great product! Highly recommended, as it extremely easy to use.

Pros:

Really easy to integrate.

Cons:

Limited tracking on production models

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@amir_coren Hi, do you mind elaborating more on your comment of Limited tracking on production models. Maybe give an example. Thanks for your time and help!

Shared this with the data science and MLE teams in my company and they love it. Hard to imagine how we didn't use anything like it until now.

Pros:

straightforward installation and integration, makes tracking and comparing experiments very easy

Cons:

Not open source

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We have been using Comet for only a day now to visualize our training data for an autonomous drone hunter. It's been a game changer for us in the way we understand our data and our models. Also, it saves us a lot of time because now, instead of asking specific people questions, we can just look on the dashboard. We obviously need to play with comt a bit more before we can have real feedback on it but so far it works amazing and seems like a product that team like ours can't leave without.

Pros:

- Easy integration on multiple environments

- Great dashboard

- Responsive on Slack for any questions/problems

Cons:

- No mobile app

- Documentation could be a bit more polished

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