https://github.com/CamDavidsonPilon/tdigest

distributed-computing estimate mapreduce percentile pyspark python quantile

Score: 21.34255023867491

Last synced: about 16 hours ago
JSON representation

Repository metadata:

t-Digest data structure in Python. Useful for percentiles and quantiles, including distributed enviroments like PySpark

Host: GitHub
URL: https://github.com/CamDavidsonPilon/tdigest
Owner: CamDavidsonPilon
License: mit
Created: 2015-03-16T02:32:10.000Z (over 11 years ago)
Default Branch: master
Last Pushed: 2023-05-04T00:04:02.000Z (over 3 years ago)
Last Synced: 2026-07-27T09:07:52.005Z (30 days ago)
Topics: distributed-computing, estimate, mapreduce, percentile, pyspark, python, quantile
Language: Python
Homepage:
Size: 91.8 KB
Stars: 408
Watchers: 9
Forks: 52
Open Issues: 16
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- License: LICENSE.txt

Owner metadata:

Name: Cameron Davidson-Pilon
Login: CamDavidsonPilon
Email: cam.davidson.pilon@gmail.com
Kind: user
Description: CEO of Pioreactor. Former Director of Data Science @Shopify. Author of Bayesian Methods for Hackers and DataOrigami.
Website: https://dataorigami.net
Location: Waterloo, Canada
Twitter:
Company: @Pioreactor
Icon url: https://avatars.githubusercontent.com/u/884032?u=d30e9ef30d20c25248f5d8acad88748d1c7a314a&v=4
Repositories: 90
Last Synced at: 2026-08-22T14:34:07.537Z
Profile URL: https://github.com/CamDavidsonPilon

GitHub Events

Total

Issue comment event: 1
Watch event: 20
Total: 21

Last Year

Issue comment event: 1
Watch event: 1
Total: 2

Committers metadata

Last synced: 7 days ago

Total Commits: 95
Total Committers: 18
Avg Commits per committer: 5.278
Development Distribution Score (DDS): 0.379

Commits in past year: 0
Committers in past year: 0
Avg Commits per committer in past year: 0.0
Development Distribution Score (DDS) in past year: 0.0

Name	Email	Commits
Cameron Davidson-Pilon	c**n@g**m	59
AJ West	a**t@g**m	6
Guilherme Kunigami	k**i@f**m	4
JonathanZailer	5****r	4
Paul Jimenez	p**j@p**g	4
Mats Julian Olsen	m**s@p**t	3
Peter Cotton	p**r@P**l	2
Yang Wang	y**g@a**m	2
Peter Cotton	5****n	2
Bradford Toney	b**y@g**m	1
DataAI	d**w@t**m	1
Dave Matthews	d**s@g**m	1
Olivier Grisel	o**l@e**g	1
Vivien Maisonneuve	v**n@s**o	1
Mats Julian Olsen	(****)	1
Dave Matthews	d**s@s**t	1
Vladimir Mihailenco	v**v@g**m	1
Víctor Zabalza	v**a@g**m	1

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 36
Total pull requests: 31
Average time to close issues: 3 months
Average time to close pull requests: about 1 month
Total issue authors: 26
Total pull request authors: 16
Average comments per issue: 2.06
Average comments per pull request: 2.55
Merged pull request: 27
Bot issues: 0
Bot pull requests: 0

Past year issues: 0
Past year pull requests: 0
Past year average time to close issues: N/A
Past year average time to close pull requests: N/A
Past year issue authors: 0
Past year pull request authors: 0
Past year average comments per issue: 0
Past year average comments per pull request: 0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/CamDavidsonPilon/tdigest

Top Issue Authors

CamDavidsonPilon (7)
microprediction (4)
crepererum (2)
MaxHalford (1)
kat-grayson (1)
vmihailenco (1)
IntegersOfK (1)
pjz (1)
Jackmrzhou (1)
MatufA (1)
DataAI (1)
CreekLou (1)
ovanes (1)
kakila (1)
asottile (1)

Top Pull Request Authors

CamDavidsonPilon (9)
pjz (4)
mewwts (2)
JonathanZailer (2)
d18s (2)
kunigami (2)
DataAI (1)
IntegersOfK (1)
vmihailenco (1)
zblz (1)
vivienm (1)
tkluck-booking (1)
microprediction (1)
bluemoon (1)
wangyangcharles (1)

Top Issue Labels

Top Pull Request Labels

Package metadata

Total packages: 4
Total downloads:
- pypi: 243,306 last-month
Total docker downloads: 34
Total dependent packages: 13 (may contain duplicates)
Total dependent repositories: 41 (may contain duplicates)
Total versions: 19
Total maintainers: 1

pypi.org: tdigest

T-Digest data structure

Homepage: https://github.com/CamDavidsonPilon/tdigest
Documentation: https://tdigest.readthedocs.io/
Licenses: MIT
Latest release: 0.4.0 (published about 11 years ago)
Last Synced: 2026-08-24T13:32:49.259Z (1 day ago)
Versions: 14
Dependent Packages: 13
Dependent Repositories: 41
Downloads: 243,306 Last month
Docker Downloads: 34
Rankings:
- Downloads: 0.716%
- Dependent packages count: 0.794%
- Dependent repos count: 2.285%
- Average: 2.882%
- Stargazers count: 3.371%
- Docker downloads count: 4.319%
- Forks count: 5.805%
Maintainers (1)
- CamDavidsonPilon

proxy.golang.org: github.com/CamDavidsonPilon/tdigest

Homepage:
Documentation: https://pkg.go.dev/github.com/CamDavidsonPilon/tdigest#section-documentation
Licenses: mit
Latest release: v0.5.2 (published over 8 years ago)
Last Synced: 2026-08-24T13:32:59.264Z (1 day ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 6.999%
- Average: 8.173%
- Dependent repos count: 9.346%

proxy.golang.org: github.com/camdavidsonpilon/tdigest

Homepage:
Documentation: https://pkg.go.dev/github.com/camdavidsonpilon/tdigest#section-documentation
Licenses: mit
Latest release: v0.5.2 (published over 8 years ago)
Last Synced: 2026-08-24T13:38:40.912Z (1 day ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 6.999%
- Average: 8.173%
- Dependent repos count: 9.346%

guix: python-tdigest

Python implementation of the t-digest data structure

Homepage: https://github.com/CamDavidsonPilon/tdigest
Documentation: https://git.savannah.gnu.org/cgit/guix.git/tree/gnu/packages/digest.scm#n40
Licenses: expat
Latest release: 0.6.0.1 (published 5 months ago)
Last Synced: 2026-05-01T13:41:47.722Z (4 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%

Dependencies

requirements.txt pypi

accumulation_tree >=0.5.0
pyudorandom >=1.0.0

setup.py pypi

accumulation_tree *
pyudorandom *

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