Thanksyy / LineNet-and-LineBench-SIGMOD2023
Official repository for the paper “Learned Data-aware Image Representations of Line Charts for Similarity Search” (SIGMOD'23)
☆8Updated 8 months ago
Related projects: ⓘ
- Coresets over Multiple Tables for Feature-rich and Data-efficient Machine Learning☆12Updated 11 months ago
- A pytorch implementation for FACE: A Normalizing Flow based Cardinality Estimator☆20Updated 11 months ago
- ☆64Updated 3 years ago
- ☆69Updated last year
- An online logical query rewrite demo (schema+sql only)!☆30Updated 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 5 months ago
- ncNet is a Transformer-based model for supporting NL2VIS.☆36Updated last week
- CardinalityEstimationTestbed☆38Updated 2 weeks ago
- A new CardEst Benchmark to Bridge AI and DBMS☆102Updated last year
- Neural Relation Understanding: neural cardinality estimators for tabular data☆98Updated 3 years ago
- Codes for building an AI-native database☆68Updated last month
- ☆22Updated last week
- Code and workloads from the Learned Cardinalities paper (https://arxiv.org/abs/1809.00677)☆113Updated 5 years ago
- An Attention-based Learned Cardinality Estimator for SPJ Queries on Dynamic Workloads☆17Updated 10 months ago
- Implementation of DeepDB: Learn from Data, not from Queries!☆90Updated last year
- A learning-based method for high-fidelity database generation.☆15Updated last year
- ☆58Updated 3 years ago
- ☆11Updated 2 years ago
- A Unified Deep Model of Learning from both Data and Queries for Cardinality Estimation☆24Updated 2 years ago
- Putting Database Meeting Reports Together☆34Updated 10 months ago
- State-of-the-art neural cardinality estimators for join queries☆66Updated 3 years ago
- DB-BERT tunes database systems for optimal performance, using tuning hints mined from text.☆57Updated last year
- Cardinality Estimation Benchmark☆72Updated last year
- A Recursive Spatial Model Index☆38Updated 6 months ago
- learned cardinalities for databases☆14Updated last year
- PyTorch implementation of binary tree convolution☆45Updated 4 years ago
- A new cardinality estimation scheme for join query estimation☆29Updated 8 months ago
- ☆18Updated 2 years ago
- Platform to evaluate index selection algorithms☆82Updated 5 months ago
- ☆23Updated last year