NitroFE
upgini
NitroFE | upgini | |
---|---|---|
1 | 16 | |
106 | 290 | |
- | 2.4% | |
0.0 | 9.1 | |
almost 2 years ago | 1 day ago | |
Python | Python | |
Apache License 2.0 | BSD 3-clause "New" or "Revised" License |
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.
NitroFE
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[D] Feature engineering automation?
https://github.com/NITRO-AI/NitroFE for any time-dependent feature engineering
upgini
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The fastest way to improve quality of ML model on tabular data
web: https://upgini.com
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How to enrich ML models with open data for free: an in-depth review of 5 python libraries
The code is on GitHub.
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How I complete my email addresses lists with demographic insights with Python
Now letโs launch the search for gender-correlated features. For this operation, I will need a free API token that I get after sign up on upgini.com. The API token is free and using to search features by personal keys such as email, phone number, and IP address.
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[OC] Divorced relationship status share of users at Facebook
Source: Upgini database Made with MapChart
- GitHub - searching open and public data through autoML. Please give a Star on GitHub
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[P] Upgini 1.0 is released (a Python library for data search through autoML )
Full release notes: https://github.com/upgini/upgini
- Need your help with GitHub
- Upgini.com: Public data search engine for ML that helps DS to reach best accuracy with external features
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Python library for free data search & enrichment
GitHub
What are some alternatives?
zoofs - zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.
featuretools - An open source python library for automated feature engineering
deeplearning
powershap - A power-full Shapley feature selection method.
lambdo - Feature engineering and machine learning: together at last!
best-of-ml-python - ๐ A ranked list of awesome machine learning Python libraries. Updated weekly.
neural_prophet - NeuralProphet: A simple forecasting package
LeanDojoChatGPT - ChatGPT plugin for theorem proving in Lean
feast - Feature Store for Machine Learning
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
atariemailarchive-data - A structured dataset of emails sent at Atari from 1983 to 1992.
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