Alternatives and similar repositories for LQO

Users that are interested in LQO are comparing it to the libraries listed below

• AlibabaIncubator / Lero-on-PostgreSQL
  ☆33Updated 3 years ago
• JC-Shi / Learned-Index-Benefits
  ☆20Updated 3 years ago
• TianyiChen0316 / LOGER
  ☆24Updated 2 years ago
• sfu-db / AreCELearnedYet
  ☆71Updated 2 years ago
• DataManagementLab / lcm-eval
  This is the source code of the SIGMOD paper: "How Good are Learned Cost Models, Really? Insights From Query Optimization Tasks"
  ☆24Updated last month
• Nathaniel-Han / End-to-End-CardEst-Benchmark
  A new CardEst Benchmark to Bridge AI and DBMS
  ☆132Updated 2 years ago
• heitzjon / mt-join-query-optimization-with-drl
  ☆33Updated 2 years ago
• haitianchen / LEON
  Pytorch implementation of LEON: A New Framework for ML-Aided Query Optimization.
  ☆29Updated last year
• zhaoyue-ntu / QueryFormer
  ☆57Updated last year
• DataManagementLab / zero-shot-cost-estimation
  Implementation of our VLDB'22 paper "Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction"
  ☆52Updated 2 years ago
• shoupzwu / UAE
  A Unified Deep Model of Learning from both Data and Queries for Cardinality Estimation
  ☆29Updated 4 years ago
• wuziniu / unified_model
  A Unified Transferable Model for ML-Enhanced DBMS
  ☆14Updated 3 years ago
• learnedsystems / CEB
  Cardinality Estimation Benchmark
  ☆83Updated 2 years ago
• malingaperera / HMAB
  HMAB: Self-Driving Hierarchy of Bandits for Integrated Physical Database Design Tuning
  ☆15Updated 3 years ago
• db-tu-dresden / FASTgres-PVLDBv16
  ☆15Updated 2 years ago
• shankur / autoindex
  Code used for the Arvix report: The Case for Automatic Database Administration using Deep Reinforcement Learning
  ☆24Updated 5 years ago
• jxiw / UDO
  Universal Database Optimization using Reinforcement Learning
  ☆25Updated 2 years ago
• learnedsystems / BaoForPostgreSQL
  A prototype implementation of Bao for PostgreSQL
  ☆214Updated last year
• postechdblab / learned-cardinality-estimation
  ☆20Updated 3 years ago
• Blondig / Lero-on-PostgreSQL
  ☆32Updated 2 years ago
• antonismand / ReJOIN
  Join ordering optimization using Deep Reinforcement Learning
  ☆43Updated 4 years ago
• pfl-cs / ALECE
  An Attention-based Learned Cardinality Estimator for SPJ Queries on Dynamic Workloads
  ☆29Updated last year
• TsinghuaDatabaseGroup / AI4DBCode
  Codes for building an AI-native database
  ☆76Updated last year
• liang-zibo / DACE
  ☆14Updated last month
• yxfish13 / HyperQO
  ☆14Updated 3 years ago
• naru-project / naru
  Neural Relation Understanding: neural cardinality estimators for tabular data
  ☆105Updated 4 years ago
• RyanMarcus / imdb_pg_dataset
  A Vagrant box that automatically loads the IMDB dataset into Postgres
  ☆74Updated last year
• XuanheZhou / workload-performance
  ☆13Updated 3 years ago
• illinoisdata / quicksel
  Source code for QuickSel (SIGMOD 2020)
  ☆19Updated 3 months ago
• PKU-DAIR / DBTune
  A customized and efficient database tuning system [VLDB'22]
  ☆34Updated 2 years ago