joshday/OnlineStats.jl

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Online Algorithms for Statistics, Models, and Big Data Viz ⚡ High-performance single-pass algorithms for statistics and data viz. ➕ Updated one observation at a time. ✅ Algorithms use O(1) memory. 📈 Perfect for streaming and big data. Docs Build Test Citation Dependents 🚀 Quickstart import Pkg Pkg.add("OnlineStats") using OnlineStats # Create several statistics o = Series(Mean(), Variance(), Extrema()) # Update with single data point fit!(o, 1.0) # Iterate through and update with lots of data fit!(o,...