delftdata / valentine
A tool facilitating matching for any dataset discovery method. Also, an extensible experiment suite for state-of-the-art schema matching methods.
☆84Updated 2 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for valentine
- D3L dataset discovery framework - an implementation of the ICDE 2020 paper with the same name: https://arxiv.org/pdf/2011.10427.pdf☆19Updated 2 years ago
- ☆25Updated 6 years ago
- Code for extracting, parsing and annotating tables from GitTables (https://gittables.github.io).☆41Updated 2 years ago
- Code and data for Sato https://arxiv.org/abs/1911.06311.☆108Updated 8 months ago
- Annotating Columns with Pre-trained Language Models☆29Updated 2 years ago
- Resources for PVLDB 2023 submission☆22Updated 2 months ago
- A python tool using XGboost and sentence-transformers to perform schema matching task on tables.☆28Updated last year
- Characterization of relational table embeddings (VLDB 2024).☆25Updated 4 months ago
- Repository for performing Blocking using Deep Learning based on the paper "Deep Learning for Blocking in Entity Matching: A Design Space …☆30Updated last year
- Repository with an overview of the tutorial on Models and Practice of Neural Table Representations and up to date material for the hands-…☆18Updated last year
- Entity resolution using zero labeled examples☆26Updated 4 months ago
- JedAI-WebApp is a GUI that facilitates the execution of JedAI. JedAI is an open source, high scalability toolkit that offers out-of-the-b…☆23Updated last year
- The dataset for the paper "Machamp: A Generalized Entity Matching Benchmark" published in CIKM 2021☆17Updated 3 years ago
- The source code of the Sudowoodo paper in ICDE 2023☆13Updated last year
- Code for the paper "Rotom: A Meta-Learned Data Augmentation Framework for Entity Matching, Data Cleaning, Text Classification, and Beyond…☆21Updated 2 years ago
- Semantic Technologies for the AIDA project☆38Updated 4 years ago
- ☆32Updated 3 years ago
- An open-source library that leverages Python’s data science ecosystem to build powerful end-to-end Entity Resolution workflows.☆71Updated this week
- Master thesis - reproducing state-of-the-art schema matching algorithms☆13Updated last year
- A Jupyter notebook extension to centralize and manage data☆14Updated last year
- MTab: Entity Search and Table Annotation with Wikidata, Wikipedia, and DBpedia☆30Updated 2 years ago
- A python API for exposing and processing RDF data from sparql endpoints for data mining and machine learning models in convenient formats…☆15Updated last year
- Code for the paper "Deep Entity Matching with Pre-trained Language Models"☆260Updated 6 months ago
- ☆74Updated last year
- A Finance Dataset Benchmark for Natural Language Queries☆19Updated 3 years ago
- Jenga is an experimentation library that allows data science practititioners and researchers to study the effect of common data corruptio…☆35Updated last year
- This repository provides data and scripts to use Sherlock, a DL-based model for semantic data type detection: https://sherlock.media.mit.…☆149Updated 3 months ago
- Source code for several Metanome data profiling algorithms☆52Updated last year
- ☆15Updated 2 years ago
- Code and Benchmarks for JOSIE (SIGMOD 2019)☆18Updated last year