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python auto-sklearn vs ShareDB

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

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
ShareDB

ShareDB

Development

ShareDB is a realtime database backend for building collaborative applications. It allows clients to concurrently edit database documents while maintaining consistency. It synchronizes data between clients automatically and supports rich data types like JSON.

realtimecollaborativejsonconsistencysynchronization