Alternatives and similar repositories for learned-cardinality-estimation

Users that are interested in learned-cardinality-estimation are comparing it to the libraries listed below

• wuziniu / FSPN
  Factorize Sum Product Network
  ☆28Updated 2 years ago
• shoupzwu / UAE
  A Unified Deep Model of Learning from both Data and Queries for Cardinality Estimation
  ☆28Updated 3 years ago
• pfl-cs / ALECE
  An Attention-based Learned Cardinality Estimator for SPJ Queries on Dynamic Workloads
  ☆26Updated 8 months ago
• TianyiChen0316 / LOGER
  ☆21Updated 2 years ago
• StCarmen / PRICE
  A Pretrained Model for Cross-Database Cardinality Estimation
  ☆22Updated last month
• DataManagementLab / lcm-eval
  This is the source code of the SIGMOD paper: "How Good are Learned Cost Models, Really? Insights From Query Optimization Tasks"
  ☆16Updated 4 months ago
• jt-zhang / CardinalityEstimationTestbed
  CardinalityEstimationTestbed
  ☆47Updated 9 months ago
• zhaoyue-ntu / QueryFormer
  ☆51Updated last year
• Nathaniel-Han / End-to-End-CardEst-Benchmark
  A new CardEst Benchmark to Bridge AI and DBMS
  ☆122Updated 2 years ago
• wuziniu / FactorJoin
  A new cardinality estimation scheme for join query estimation
  ☆39Updated 6 months ago
• wuziniu / unified_model
  A Unified Transferable Model for ML-Enhanced DBMS
  ☆14Updated 3 years ago
• wuziniu / BayesCard
  BayesCard: Revitalizing Bayesian Networks for Cardinality Estimation
  ☆14Updated 3 years ago
• Blondig / Lero-on-PostgreSQL
  ☆29Updated last year
• learnedsystems / CEB
  Cardinality Estimation Benchmark
  ☆78Updated last year
• db-tu-dresden / FASTgres-PVLDBv16
  ☆13Updated last year
• AlibabaIncubator / Lero-on-PostgreSQL
  ☆32Updated 2 years ago
• duoyw / Eraser
  Code on paper: Eraser: Eliminating Performance Regression on Learned Query Optimizer
  ☆11Updated last year
• sfu-db / AreCELearnedYet
  ☆71Updated 2 years ago
• DataManagementLab / zero-shot-cost-estimation
  Implementation of our VLDB'22 paper "Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction"
  ☆43Updated 2 years ago
• danolivo / jo-bench
  Join Order Benchmark (implicit fork of https://github.com/gregrahn/join-order-benchmark)
  ☆19Updated 5 months ago
• Eilowangfang / LPCE
  This is for SIGMOD submission "Learning-based Progressive Cardinality Estimation for End-to-end Query Execution"
  ☆18Updated 2 years ago
• edualc / lqo_ml_perspective
  This repository includes the code base used in the paper "Is Your Learned Query Optimizer Behaving As You Expect? A Machine Learning Pers…
  ☆14Updated last year
• JC-Shi / Learned-Index-Benefits
  ☆20Updated 3 years ago
• yxfish13 / HyperQO
  ☆13Updated 2 years ago
• liang-zibo / DACE
  ☆13Updated last year
• for0nething / FACE-A-Normalizing-Flow-based-Cardinality-Estimator
  A pytorch implementation for FACE: A Normalizing Flow based Cardinality Estimator
  ☆24Updated last year
• TsinghuaDatabaseGroup / AI4DBCode
  Codes for building an AI-native database
  ☆74Updated 10 months ago
• andreaskipf / learnedcardinalities
  Code and workloads from the Learned Cardinalities paper (https://arxiv.org/abs/1809.00677)
  ☆122Updated 6 years ago
• zhaoyue-ntu / qp_evaluation
  Query Plan Evaluation
  ☆14Updated last year
• waltercai / pqo-opensource
  ☆24Updated 3 years ago