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If you're into fast cardinality estimation (HyperLogLog) and item counting (Count-min sketch, Bloom filters, hash tables), check out Bounter:

https://github.com/RaRe-Technologies/bounter/

(Pythonic interface on top of highly optimized algorithms, faster than dict but using limited memory, MIT license)



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