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Welcome to the algebird wiki!

Projects Using Algebird

Please add more below:

• Scalding
• Spark
• Simmer
• Summingbird
• Packetloop see this tweet
• Ebay uses it for machine learning: ScalaDays talk

Documentation

• Abstract algebra definitions
• Using DecayedValue as moving average
• Learning Algebird Monoids with REPL
• Using Algebird Aggregators with Scalding
• Alice in Aggregatorland, a REPL tutorial on using Algebird Aggregators.

Documentation TODOS

Ideally we'd have documentation on the overall concepts and on each of the interesting data structures.

Intro

• The Basic Traits

Approximate Data Structures

• Bloom Filters
• CountMinSketch
• DecayedValue and DecayedVector
• HyperLogLog and HyperLogLogSeries
• SketchMap
• SpaceSaver
• QTree

Other

• Cube and Roll-up
• The Five Moments
• Serializing Algebird's Case Classes
• Algebird and Bijection