ClearML is the missing DevOps piece in your machine learning software stack. ClearML gives data scientists tools to manage experiments, orchestrate workloads, and manage data, all in a simple open-source tool that integrates with whatever tool chain a team is using already.
“ClearML allows us to quickly search for optimal data to improve our models’ robustness, label it, get it through the training pipeline, perform detailed analysis with comparisons to our production …
"To be a perfectionist about this complex process is timeconsuming work, and human error inevitably comes into play. With ClearML, we’ve eliminated both these weak points."
“If I had to sum it up. I’d have to say that, far from dictating new processes and changing the workflows that worked for us, ClearML just feels natural. Quietly …
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