OnlineStats does statistics and data visualization for big/streaming data via online algorithms. High-performance single-pass algorithms for statistics and data viz. Updated one observation at a time. Algorithms use O(1) memory. Algorithms use O(1) memory.

Features

  • Processes data one observation at a time
  • Uses O(1) memory
  • Stats are subtypes of OnlineStat{T} where T is the type of a single observation
  • Stats can be updated with single or multiple observations
  • Stats can be merged
  • Algorithms use O(1) memory
  • Perfect for streaming and big data
  • Updated one observation at a timeHigh-performance single-pass algorithms for statistics and data viz

Project Samples

Project Activity

See All Activity >

License

MIT License

Follow OnlineStats.jl

OnlineStats.jl Web Site

Other Useful Business Software
Go from Code to Production URL in Seconds Icon
Go from Code to Production URL in Seconds

Cloud Run deploys apps in any language instantly. Scales to zero. Pay only when code runs.

Skip the Kubernetes configs. Cloud Run handles HTTPS, scaling, and infrastructure automatically. Two million requests free per month.
Try it free
Rate This Project
Login To Rate This Project

User Reviews

Be the first to post a review of OnlineStats.jl!

Additional Project Details

Programming Language

Julia

Related Categories

Julia Data Visualization Software

Registered

2023-11-03