pyfts

An open source library for Fuzzy Time Series in Python

https://github.com/pyfts/pyfts

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
  • Academic links in README
  • Committers with academic emails
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (2.5%) to scientific vocabulary

Keywords

data-science econometrics forecasting forecasting-models fts fuzzy-rules fuzzy-sets fuzzy-sets-syst fuzzy-systems fuzzy-time-series interval probabilistic-forecasting python series series-models time-series time-series-analysis time-series-forecasting
Last synced: 6 months ago · JSON representation ·

Repository

An open source library for Fuzzy Time Series in Python

Basic Info
Statistics
  • Stars: 274
  • Watchers: 16
  • Forks: 56
  • Open Issues: 17
  • Releases: 6
Topics
data-science econometrics forecasting forecasting-models fts fuzzy-rules fuzzy-sets fuzzy-sets-syst fuzzy-systems fuzzy-time-series interval probabilistic-forecasting python series series-models time-series time-series-analysis time-series-forecasting
Created over 10 years ago · Last pushed over 1 year ago
Metadata Files
Readme License Citation Zenodo

Owner

  • Name: pyFTS
  • Login: PYFTS
  • Kind: organization
  • Email: petronio.candido@ifnmg.edu.br
  • Location: Belo Horizonte, Brazil

Fuzzy Time Series for Python

Citation (CITATION.cff)

cff-version: 1.1.0
message: "If you use this software, please cite it as below."
authors:
  - family-names: Silva
    given-names: Petrônio C. L. 
    orcid: https://orcid.org/0000-0002-1202-2552/
title: PYFTS/pyFTS: Stable version 1.7
doi: 10.5281/zenodo.597359
version: pkg1.7
date-released: 2023-03-20

GitHub Events

Total
  • Watch event: 11
  • Fork event: 3
Last Year
  • Watch event: 11
  • Fork event: 3

Committers

Last synced: about 2 years ago

All Time
  • Total Commits: 548
  • Total Committers: 6
  • Avg Commits per committer: 91.333
  • Development Distribution Score (DDS): 0.031
Past Year
  • Commits: 14
  • Committers: 1
  • Avg Commits per committer: 14.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Petrônio Cândido p****o@g****m 531
matheus_cascalho c****m@g****m 10
Felipe Vianna f****a@m****m 4
luizfysouza l****a@g****m 1
Murilo Camargos m****f@g****m 1
MatheusCascalho 4****o 1
Committer Domains (Top 20 + Academic)

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 38
  • Total pull requests: 14
  • Average time to close issues: 4 months
  • Average time to close pull requests: about 8 hours
  • Total issue authors: 21
  • Total pull request authors: 8
  • Average comments per issue: 2.39
  • Average comments per pull request: 0.07
  • Merged pull requests: 9
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 1
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
  • jermaine1ronquillo (8)
  • RobinloveCode (4)
  • petroniocandido (3)
  • ramdhan1989 (2)
  • smejiame (2)
  • pintuiitbhi (2)
  • ghost (2)
  • dashujuzha (2)
  • Th0m4sR (1)
  • bkhnk48 (1)
  • lcyuanjiang (1)
  • shaneing (1)
  • Sandy4321 (1)
  • reinbugnot (1)
  • guicostas (1)
Pull Request Authors
  • petroniocandido (4)
  • felipenv (3)
  • macota (2)
  • samuelpx (2)
  • MatheusCascalho (2)
  • zencroma (2)
  • murilocamargos (1)
  • luizfysouza (1)
Top Labels
Issue Labels
help wanted (10) bug (5) enhancement (5) question (4)
Pull Request Labels
enhancement (5) bug (2)

Dependencies

setup.py pypi
  • matplotlib *
  • numpy *
  • pandas *