Openlayer
Test, fix, and improve your ML models
What is Openlayer?
Openlayer is a powerful testing and observability platform for ML. It lets you collaborate with others on finding issues in models and data, debugging them, and committing new versions.
Tool Details
| Categories | Team collaboration software, Testing and QA software, AI Metrics and Evaluation |
|---|---|
| Website | www.openlayer.com |
| Became Popular | May 10, 2023 |
| Platforms | Web |
| Social | Twitter · GitHub |
Recent Reviews (5)
Optimizing an ML model at scale requires a bunch of different tools and lots of work by the engineers + data scientists. Love that Openlayer can do all of this for a company (detect errors, suggest new optimizations, etc.), definitely a game-changer for ML teams! 👏🏾
Very cool approach to ML testing. I like how you track against commits and help define goals as you define the pipeline. One question - how do define the "root cause" that you mention when solving failed goals?
This is awesome! Having a great debugging workspace on par with software engineering debugging has always been a pain point to me when working on finance data and autonomous driving. What are some of the use cases you enable today?
We've been using Openlayer for the past couple of months, and it has been a valuable asset to our team. The platform's timeline feature is excellent for tracking progress, and collaborating with the team is effortless. The Openlayer team is highly responsive to feedback and feature requests, making it a top-notch platform for gaining insights into machine-learning models
I love OpenLayer because it allows not just engineers, but PMs, analysts, and managers to participate in the ML development process. Finally, a way to catch errors before the product gets into the hands of users!
Frequently Asked Questions about Openlayer
When did Openlayer become popular?
Openlayer became popular around May 10, 2023.
What is Openlayer's overall user rating?
Openlayer has an overall rating of 5.0/5 based on 6 user reviews.
What type of tool is Openlayer?
Openlayer belongs to the following categories: Team collaboration software, Testing and QA software, AI Metrics and Evaluation.
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