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Published May 6, 2019 | Version pkg1.6
Software Open

PYFTS/pyFTS: Stable version 1.6

  • 1. IFNMG - Instituto Federal do Norte de Minas Gerais
  • 2. IFMG - Instituto Federal de Minas Gerais
  • 3. MINDS - Machine Learning and Data Science
  • 4. UFOP - Universidade Federal de Ouro Preto
  • 5. UFMG - Universidade Federal de Minas Gerais
  • 1. Federal University of Minas Gerais (UFMG)
  • 2. Petronas University of Technology
  • 3. Universiti Tun Hussein Onn Malaysia
  • 4. MINDS - Machine Intelligence and Data Science
  • 5. Electrical Engineering Dept, Federal University of Minas Gerais (UFMG), Brazil
  • 6. MINDS - Machine Learning and Data Science

Description

An open source library for Fuzzy Time Series in Python.

For more information:

Notes

News from version 1.6: - Several improvements and bugfixes; - Performance optimization on fuzzyfication process using indexes; - New multivariate and nonstationary methods; - Hyperparameter optimization; - Distributed methods for scalability; - FTS with Fuzzy Cognitve Maps.

Files

PYFTS/pyFTS-pkg1.6.zip

Files (1.7 MB)

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Additional details

Subjects

PWFTS
10.1109/TFUZZ.2019.2922152
EnsembleFTS
10.21528/CBIC2017-54
[I]FTS
10.1109/SSCI.2016.7850010
W[I]FTS
10.5281/zenodo.3374641
HOFTS
10.1109/FUZZ-IEEE.2017.8015732
WHOFTS
10.5281/zenodo.3374641
WMVFTS
10.1007/978-3-030-19223-5_4
MVFTS
10.1007/978-3-030-19223-5_4
DEHO
10.5281/zenodo.3374641
FIG-FTS
10.5281/zenodo.3374641
NSFTS
https://www.elen.ucl.ac.be/Proceedings/esann/esannpdf/es2018-157.pdf