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approximate-query-processing

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DataManagementLab / deepdb-public

Star 106

Implementation of DeepDB: Learn from Data, not from Queries!

machine-learning learned-database cardinality-estimation sum-product-networks approximate-query-processing learned-database-components
  • Updated Dec 8, 2022
  • Python

ProjectASAP / promsketch

Star 29

PromSketch: Approximation-First Timeseries Query at Scale

sketch prometheus vldb approximate timeseries-analysis approximate-query-processing victoriametrics
  • Updated Nov 20, 2025
  • Go

qingzma / DBEstClient

Star 19

DBEst, AQP engine

machine-learing aqp approximate-query-processing
  • Updated Oct 23, 2023
  • Python

Skeftical / modelbasedaqp

Star 9

ML-AQP reproducibiltiy repository

machine-learning approximate-query-processing query-driven
  • Updated Dec 8, 2022
  • Python

qingzma / DBEstPy

Star 4

DBEst, the model-based Approximate Query Processing engine

data-warehouse dbest aqp approximate-query-processing model-based-aqp
  • Updated Jul 25, 2019
  • Python

slept3arly / insightRush

Star 0

Approximate query processing engine with FastAPI + DuckDB supporting CSV ingestion, sampling-based analytics, and exact vs approximate query comparison

react sql analytics nextjs data-engineering sampling approximate-query-processing fastapi duckdb
  • Updated Aug 7, 2026
  • TypeScript

api-evangelist / sketches

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Sketches are probabilistic data structures used in computing and data engineering to approximate answers to queries over large data streams with controlled error bounds and dramatically reduced memory requirements.

big-data data-structures real-time-analytics probabilistic-algorithms streaming-analytics approximate-query-processing apis-json
  • Updated Aug 22, 2026

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