FeatureHub VS upgini

Compare FeatureHub vs upgini and see what are their differences.

FeatureHub

The most comprehensive library of AI/ML features across multiple domains. Our goal is to create a dataset that serves as a valuable resource for researchers and data scientists worldwide (by FeatureHub-AI)

upgini

Data search & enrichment library for Machine Learning โ†’ Easily find and add relevant features to your ML & AI pipeline from hundreds of public and premium external data sources, including open & commercial LLMs (by upgini)
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FeatureHub upgini
1 16
6 290
- 2.4%
7.6 9.1
10 months ago 2 days ago
Python
MIT License BSD 3-clause "New" or "Revised" License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

FeatureHub

Posts with mentions or reviews of FeatureHub. We have used some of these posts to build our list of alternatives and similar projects.

upgini

Posts with mentions or reviews of upgini. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-06-24.

What are some alternatives?

When comparing FeatureHub and upgini you can also consider the following projects:

cascade - Lightweight and modular MLOps library targeted at small teams or individuals

NitroFE - NitroFE is a Python feature engineering engine which provides a variety of modules designed to internally save past dependent values for providing continuous calculation.

Deep-Learning-Machine-Learning-Stock - Deep Learning and Machine Learning stocks represent a promising long-term or short-term opportunity for investors and traders. [Moved to: https://github.com/LastAncientOne/Deep_Learning_Machine_Learning_Stock]

featuretools - An open source python library for automated feature engineering

evalml - EvalML is an AutoML library written in python.

powershap - A power-full Shapley feature selection method.

feature-engineering-tutorials - Data Science Feature Engineering and Selection Tutorials

best-of-ml-python - ๐Ÿ† A ranked list of awesome machine learning Python libraries. Updated weekly.

Deep_Learning_Machine_Learning_Stock - Deep Learning and Machine Learning stocks represent promising opportunities for both long-term and short-term investors and traders.

LeanDojoChatGPT - ChatGPT plugin for theorem proving in Lean

desbordante-core - Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these algorithms. Desbordante has a console version and an easy-to-use web application.

fibs-reporter - Automatically generate a pdf report containing feature importance, baseline modelling, spurious correlation detection, and more, from a single command line input for any given ML CSV file