t-digest

library2.0.2javamavenunverified

Data structure which allows accurate estimation of quantiles and related rank statistics.

<dependency>
  <groupId>com.tdunning</groupId>
  <artifactId>t-digest</artifactId>
  <version>2.0.2</version>
</dependency>

github ↗homepage ↗docs ↗

INSTALL

IMPORT

SIG · T-DIGEST

t-digest

utilityjavav2.0.2

harness data pending

Install & Compatibility

Where this runs

No compatibility data collected yet for this library.

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

TDigest

✓ com.tdunning.math.stats.TDigest

Creates a T-Digest, adds data points, and estimates the median.

import com.tdunning.math.stats.TDigest; public class TDigestExample { public static void main(String[] args) { TDigest digest = TDigest.createMergingDigest(100); for (int i = 0; i < 1000; i++) { digest.add(i); } System.out.println("Median: " + digest.quantile(0.5)); } }

Debug

Known issues

gotchaThe compression parameter significantly affects accuracy and memory usage; incorrect values may lead to poor estimates.

fix

Use a compression value between 100 and 200 for typical use cases.

affects: *

Upgrade

Version history

2.0.2latest on Maven

Audit

Dependencies

No dependency data recorded yet.

Agent activity

6 hits · last 30 days

node

Amazon

Resources

githubhttps://github.com/tdunning/t-digest ↗

homepagehttps://github.com/tdunning/t-digest ↗

docshttps://appdoc.app/artifact/com.tdunning/t-digest/ ↗