t-digest 开源项目推荐（19 个）

tdunning /t-digest

一种新的数据结构，用于准确在线累积基于排名的统计数据，例如分位数和修剪平均值

hrbrmstr /tdigest

Wicked Fast, Accurate Quantiles Using 't-Digests'

isarn /isarn-sketches-spark

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

poga /redis-percentile

redis module for percentile estimation

isarn /isarn-sketches

Sketching data structures for scala, including t-digest

Viavi-AION /digestible

A modern C++ implementation of a merging t-digest data structure.

erikerlandson /feature-reduction-talk

Notebook image and notebook for feature reduction talk

xeronm /rtstat

Set of algorithms, used for estimation statistic characteristics on streaming data.

erikerlandson /cdf-splining-prototype

A Prototype For Fitting Monotonic Cubic Splines to a Tdigest Sketch

erikerlandson /1-pass-variable-importance

Demo of 1-pass variable importance using t-digests

erikerlandson /1-pass-data-science

Demo notebook and data for Spark Summit Dublin 2017: One-Pass Data Science with Generative T-Digests

WillKirkmanM /t-digest

A T-Digest is a Probabilistic Data structure (a "sketch") used to Estimate Quantiles and Percentiles from a Large Stream of Data or a Massive Dataset

seuros /probabilistic_machines

Distinct counts, quantiles and frequencies in bounded memory. AMS Flajolet, NCC-0185.

flori950 /data-summaries-quantiles

Benchmarking five approaches to quantiles over large datasets — DDSketch, t-digest, KLL, a fixed-width histogram sketch and an exact parallel-sort baseline. C++17 with CI on Linux and macOS, Python plotting.

isarn /isarn-sketches-algebird-api

Type-classes to interface isarn-sketches with Algebird

sjqtentacles /sml-tdigest

T-digest streaming quantile estimation in pure Standard ML

CJX0712 /SketchForge

Fixed-budget data-stream sketching with data-driven budget allocation

mrtkp9993 /probdsgo

Probabilistic data structures implemented in Go.

ndx-technologies /tdigest

该项目在 GitHub 上没有填写描述