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Top 3 data-sketches open source projects

MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble

✭ 1,635

python search weighted-quantiles lsh minhash top-k locality-sensitive-hashing lsh-forest lsh-ensemble jaccard-similarity hyperloglog data-sketches data-summary

hyperloglog-sketch-estimation-paper

Paper about the estimation of cardinalities from HyperLogLog sketches

✭ 48

TeX C++python CSS HTML hyperloglog data-sketches sketch-data-structures cardinality-estimation hyperloglog-sketches

isarn-sketches-spark

Routines and data structures for using isarn-sketches idiomatically in Apache Spark

✭ 28

scala python spark apache-spark aggregator variable-importance pyspark dataset t-digest data-sketching datasets dataframe dataframes data-sketches sketching-algorithm spark-ml feature-importance udaf

1-3 of 3 data-sketches projects