Upgini

Upgini is an intelligent data search engine with a python library that automatically finds only relevant features to improve the performance of ML models. It searches through thousands of external features and data sources, including public datasets, scraped data shared by the data science community, and premium data providers. Upgini’s mission is to democratize access to data sources for the data science community by automatically finding only relevant features that give accuracy improvement for ML models, optimizing data sources for ML tasks, and providing an iterative search with automatic search key augmentation.