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Saturn accelerates the training of large-scale deep learning models with a novel joint optimization approach.

Balsa is a learned SQL query optimizer. It tailor optimizes your SQL queries to find the best execution plans for your hardware and engine.

Neural Relation Understanding: neural cardinality estimators for tabular data

Face A Normalizing Flow Based Cardinality Estimator ⭐ 17

A pytorch implementation for FACE: A Normalizing Flow based Cardinality Estimator

Neurocard ⭐ 7

State-of-the-art neural cardinality estimators for join queries

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