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Azkaban vs python auto-sklearn

A side-by-side look at Azkaban and python auto-sklearn. For an in-depth review of either product, follow the links below.

Azkaban

Azkaban

Ai Tools & Services

Azkaban is an open source workflow scheduler created at LinkedIn to run Hadoop jobs. It allows users to easily create, schedule and monitor workflows made up of different jobs. Azkaban provides a web interface and scheduling capabilities to manage dependencies between jobs.

workflowschedulerhadoopjobsopen-source
python auto-sklearn

python auto-sklearn

Ai Tools & Services

Auto-sklearn is an open source machine learning library for Python that automates hyperparameter tuning and model selection. It builds on top of scikit-learn and uses Bayesian optimization to find good machine learning pipelines for a given dataset with little manual effort.

pythonautomlhyperparameter-tuningscikitlearnbayesian-optimization