Alternatives and similar repositories for datasets:

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

• itrummer / dbbert
  DB-BERT tunes database systems for optimal performance, using tuning hints mined from text.
  ☆59Updated last year
• IntelLabs / Auto-Steer
  Auto-Steer
  ☆47Updated 5 months ago
• jxiw / UDO
  Universal Database Optimization using Reinforcement Learning
  ☆25Updated 2 years ago
• Blondig / Lero-on-PostgreSQL
  ☆29Updated last year
• hyrise / rl_index_selection
  Paper repository for "SWIRL: Selection of Workload-aware Indexes using Reinforcement Learning" (EDBT 2022)
  ☆36Updated 2 years ago
• learnedsystems / CEB
  Cardinality Estimation Benchmark
  ☆78Updated last year
• uw-mad-dash / llamatune
  Supplementary Material for "LlamaTune: Sample-Efficient DBMS Configuration Tuning"
  ☆34Updated 2 years ago
• TsinghuaDatabaseGroup / AI4DBCode
  Codes for building an AI-native database
  ☆73Updated 9 months ago
• rabbit721 / QPPNet
  ☆37Updated last year
• malingaperera / HMAB
  HMAB: Self-Driving Hierarchy of Bandits for Integrated Physical Database Design Tuning
  ☆14Updated 3 years ago
• heitzjon / mt-join-query-optimization-with-drl
  ☆33Updated 2 years ago
• learnedsystems / BaoForPostgreSQL
  A prototype implementation of Bao for PostgreSQL
  ☆197Updated 7 months ago
• google / kepler
  ☆33Updated last year
• andreaskipf / learnedcardinalities
  Code and workloads from the Learned Cardinalities paper (https://arxiv.org/abs/1809.00677)
  ☆121Updated 6 years ago
• XuanheZhou / LearnedRewrite
  An online logical query rewrite demo (schema+sql only)!
  ☆38Updated last year
• shankur / autoindex
  Code used for the Arvix report: The Case for Automatic Database Administration using Deep Reinforcement Learning
  ☆23Updated 4 years ago
• neurocard / neurocard
  State-of-the-art neural cardinality estimators for join queries
  ☆77Updated 4 years ago
• AlibabaIncubator / Lero-on-PostgreSQL
  ☆31Updated 2 years ago
• weAIDB / awsome-data-llm
  ☆157Updated last week
• XuanheZhou / workload-performance
  ☆13Updated 2 years ago
• hyrise / index_selection_evaluation
  Platform to evaluate index selection algorithms
  ☆84Updated last year
• malingaperera / DBABandits
  We propose a self-driving approach to online index selection that eschews the DBA and query optimiser, and instead learns the benefits of…
  ☆12Updated 2 years ago
• antonismand / ReJOIN
  Join ordering optimization using Deep Reinforcement Learning
  ☆43Updated 4 years ago
• DataManagementLab / deepdb-public
  Implementation of DeepDB: Learn from Data, not from Queries!
  ☆99Updated 2 years ago
• HustAIsGroup / CDBTune
  ☆101Updated 2 years ago
• yunjiazhang / adaptiveness_vs_learning
  ☆11Updated 7 months ago
• wuziniu / FactorJoin
  A new cardinality estimation scheme for join query estimation
  ☆37Updated 5 months ago
• jt-zhang / CardinalityEstimationTestbed
  CardinalityEstimationTestbed
  ☆44Updated 8 months ago
• duoyw / Eraser
  Code on paper: Eraser: Eliminating Performance Regression on Learned Query Optimizer
  ☆11Updated last year
• greatji / Learning-based-cost-estimator
  ☆60Updated 3 years ago