stefan-grafberger / mlwhatifLinks
Data-Centric What-If Analysis for Native Machine Learning Pipelines
☆16Updated 2 years ago
Alternatives and similar repositories for mlwhatif
Users that are interested in mlwhatif are comparing it to the libraries listed below
Sorting:
- Inspect ML Pipelines in Python in the form of a DAG☆70Updated last year
- Paper list about adopting machine learning techniques into data management tasks.☆37Updated 4 years ago
- A System for Optimized Semantic Computation☆118Updated last week
- ☆60Updated last month
- Large scale graph learning on a single machine.☆162Updated 4 months ago
- ☆24Updated last month
- Explaining Inference Queries with Bayesian Optimization☆10Updated 4 years ago
- Jenga is an experimentation library that allows data science practititioners and researchers to study the effect of common data corruptio…☆41Updated 2 years ago
- SkinnerDB is an analytical database management system. It uses adaptive processing and reinforcement learning to find near-optimal join o…☆49Updated last year
- Dumpy: A Compact and Adaptive Index for Large Data Series Collections (SIGMOD'23)☆12Updated last year
- A Benchmark for Joint Data Cleaning and Machine Learning☆49Updated last year
- Characterization of relational table embeddings (VLDB 2024).☆30Updated last year
- Reference implementations for the LDBC Social Network Benchmark's Business Intelligence (BI) workload☆43Updated 3 months ago
- ☆19Updated 3 years ago
- Implementation of DeepDB: Learn from Data, not from Queries!☆102Updated 2 years ago
- Repository with an overview of the tutorial on Models and Practice of Neural Table Representations and up to date material for the hands-…☆20Updated 2 years ago
- Language Models as Multi-Modal Query Planners☆12Updated last year
- State-of-the-art neural cardinality estimators for join queries☆78Updated 4 years ago
- Labelled Subgraph Query Benchmark – A lightweight benchmark suite focusing on subgraph matching queries. Note: This is a microbenchmark f…☆33Updated 2 months ago
- Benchmark Datasets for Set Similarity Search☆12Updated 6 years ago
- Code and Benchmarks for JOSIE (SIGMOD 2019)☆19Updated 2 years ago
- A prototype implementation of Bao for PostgreSQL☆202Updated 10 months ago
- Source code for several Metanome data profiling algorithms☆56Updated 2 years ago
- Rich and fast user-defined functions in relational databases☆14Updated 2 years ago
- A collection of resources on dynamic/streaming/temporal/evolving graph processing systems, databases, data structures, datasets, and rela…☆140Updated 2 years ago
- A tool facilitating matching for any dataset discovery method. Also, an extensible experiment suite for state-of-the-art schema matching …☆89Updated last month
- Code and workloads from the Learned Cardinalities paper (https://arxiv.org/abs/1809.00677)☆123Updated 6 years ago
- Modyn is a research-platform for training ML models on growing datasets.☆48Updated last month
- PyTorch implementation of binary tree convolution☆50Updated 5 years ago
- The DSB benchmark is designed for evaluating both workloaddriven and traditional database systems on modern decision support workloads. D…☆62Updated 8 months ago