for0nething / RECON
Coresets over Multiple Tables for Feature-rich and Data-efficient Machine Learning
☆14Updated last year
Alternatives and similar repositories for RECON:
Users that are interested in RECON are comparing it to the libraries listed below
- A pytorch implementation for FACE: A Normalizing Flow based Cardinality Estimator☆21Updated last year
- Official repository for the paper “Learned Data-aware Image Representations of Line Charts for Similarity Search” (SIGMOD'23)☆8Updated last year
- A self-tuning anomaly detection system to address the challenges of method selection and hyper-parameter tuning without access to a suffi…☆76Updated 11 months ago
- ☆118Updated last week
- A Unified Deep Model of Learning from both Data and Queries for Cardinality Estimation☆27Updated 3 years ago
- An online logical query rewrite demo (schema+sql only)!☆36Updated last year
- Official repository for the paper “HAIChart: Human and AI Paired Visualization System” (VLDB'24)☆29Updated 3 months ago
- 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
- ☆13Updated 2 years ago
- CardinalityEstimationTestbed☆44Updated 5 months ago
- ☆58Updated 3 years ago
- A new CardEst Benchmark to Bridge AI and DBMS☆117Updated last year
- ☆27Updated last year
- A Pretrained Model for Cross-Database Cardinality Estimation☆18Updated 2 months ago
- Query Plan Evaluation☆13Updated last year
- Codes for building an AI-native database☆75Updated 7 months ago
- ☆69Updated 2 years ago
- ☆19Updated 2 years ago
- ☆47Updated 9 months ago
- Factorize Sum Product Network☆26Updated 2 years ago
- HMAB: Self-Driving Hierarchy of Bandits for Integrated Physical Database Design Tuning☆14Updated 3 years ago
- ☆12Updated 2 years ago
- AI-powered Autonomous Data System☆53Updated last month
- ☆27Updated 2 years ago
- Resource-oriented tuning system boosted by meta-learning for cloud database☆11Updated 4 years ago
- Neural Relation Understanding: neural cardinality estimators for tabular data☆100Updated 3 years ago
- Putting Database Meeting Reports Together☆34Updated last year
- Implementation of our VLDB'22 paper "Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction"☆38Updated 2 years ago
- Code and workloads from the Learned Cardinalities paper (https://arxiv.org/abs/1809.00677)☆121Updated 5 years ago
- An Attention-based Learned Cardinality Estimator for SPJ Queries on Dynamic Workloads☆25Updated 4 months ago