Alternatives and similar repositories for DACE:

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

• wuziniu / unified_model
  A Unified Transferable Model for ML-Enhanced DBMS
  ☆14Updated 3 years ago
• zhaoyue-ntu / QueryFormer
  ☆47Updated 10 months ago
• pfl-cs / ALECE
  An Attention-based Learned Cardinality Estimator for SPJ Queries on Dynamic Workloads
  ☆25Updated 5 months ago
• DataManagementLab / zero-shot-cost-estimation
  Implementation of our VLDB'22 paper "Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction"
  ☆41Updated 2 years ago
• db-tu-dresden / FASTgres-PVLDBv16
  ☆13Updated last year
• AlibabaIncubator / Lero-on-PostgreSQL
  ☆29Updated 2 years ago
• haitianchen / LEON
  Pytorch implementation of LEON: A New Framework for ML-Aided Query Optimization.
  ☆26Updated last year
• TianyiChen0316 / LOGER
  ☆21Updated 2 years ago
• JC-Shi / Learned-Index-Benefits
  ☆16Updated 3 years ago
• StCarmen / PRICE
  A Pretrained Model for Cross-Database Cardinality Estimation
  ☆19Updated 3 months ago
• pagegitss / UAE
  A Unified Deep Model of Learning from both Data and Queries for Cardinality Estimation
  ☆27Updated 3 years ago
• postechdblab / learned-cardinality-estimation
  ☆20Updated 2 years ago
• wuziniu / FSPN
  Factorize Sum Product Network
  ☆27Updated 2 years ago
• zhaoyue-ntu / qp_evaluation
  Query Plan Evaluation
  ☆13Updated last year
• duoyw / Eraser
  Code on paper: Eraser: Eliminating Performance Regression on Learned Query Optimizer
  ☆10Updated last year
• hyrise / rl_index_selection
  Paper repository for "SWIRL: Selection of Workload-aware Indexes using Reinforcement Learning" (EDBT 2022)
  ☆34Updated 2 years ago
• XuanheZhou / workload-performance
  ☆13Updated 2 years ago
• jt-zhang / CardinalityEstimationTestbed
  CardinalityEstimationTestbed
  ☆44Updated 6 months ago
• malingaperera / HMAB
  HMAB: Self-Driving Hierarchy of Bandits for Integrated Physical Database Design Tuning
  ☆14Updated 3 years ago
• Blondig / Lero-on-PostgreSQL
  ☆27Updated last year
• XuanheZhou / AutoIndex
  ☆21Updated last year
• illinoisdata / quicksel
  Source code for QuickSel (SIGMOD 2020)
  ☆19Updated 4 years ago
• sfu-db / AreCELearnedYet
  ☆70Updated 2 years ago
• Thisislegit / LeonProject
  ML-aided Query Optimizer
  ☆14Updated 9 months ago
• winkyao / join-order-benchmark
  ☆10Updated last year
• simplerick / LQO
  Learned Query Optimizer
  ☆14Updated 3 years ago
• danolivo / jo-bench
  Join Order Benchmark (implicit fork of https://github.com/gregrahn/join-order-benchmark)
  ☆18Updated 2 months ago
• RunanWang / LDSS
  Cardinality Estimation via Learned Dynamic Sample Selection
  ☆9Updated last year
• Nathaniel-Han / End-to-End-CardEst-Benchmark
  A new CardEst Benchmark to Bridge AI and DBMS
  ☆117Updated 2 years ago
• yxfish13 / HyperQO
  ☆13Updated 2 years ago