Anovos
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About
Anovos is an open-source feature engineering library that helps data scientists understand and resolve data quality issues, iterate through feature creation, and improve model performance. It offers a Data Explorer for analysis and profiling, a Feature Builder for identifying and creating features, and incorporates robust analytics and metrics. Anovos addresses model resilience by providing insights into data stability and offering feature recommendations. It's available in Community and Enterprise editions, catering to individual data scientists and large teams.
Platform
Features
• data explorer
• feature recommender
• scalable data stability calculation
• feature builder
FAQs
What libraries are included in Anovos?
Anovos is built with popular machine learning libraries including Pandas, Scikit-learn and Apache Spark.
Does Anovos scale?
Anovos was built to scale and easily handles 100GB of data.
Is there a public roadmap for Anovos?
Yes, you can find a current roadmap in our Docs in the Roadmap section. If you have suggestions for what you'd like to see added or would like to help contribute to the project, visit our GitHub.
Is Anovos ready for my team to use?
While we are continuing to build on Anovos and expand its capabilities, today, Anovos can help you better understand your data by providing you with out of the box, comprehensive analytics and metrics and can help you transform your data into features that will power resilient models. Go ahead, give it a try.
Pricing Plans
Enterprise Edition
Unknown Price• Data Explorer
• Feature Builder
• Distributed processing for large datasets
Job Opportunities
There are currently no job postings for this AI tool.
Ratings & Reviews
No ratings available yet. Be the first to rate this tool!
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