pyFTS package¶
Subpackages¶
- pyFTS.benchmarks package
- Module contents
- Submodules
- pyFTS.benchmarks.benchmarks module
- pyFTS.benchmarks.Measures module
- pyFTS.benchmarks.ResidualAnalysis module
- pyFTS.benchmarks.Tests module
- pyFTS.benchmarks.Util module
- pyFTS.benchmarks.arima module
- pyFTS.benchmarks.knn module
- pyFTS.benchmarks.naive module
- pyFTS.benchmarks.quantreg module
- pyFTS.benchmarks.gaussianproc module
- pyFTS.benchmarks.BSTS module
- pyFTS.common package
- Module contents
- Submodules
- pyFTS.common.Activations module
- pyFTS.common.Composite module
- pyFTS.common.FLR module
- pyFTS.common.FuzzySet module
- pyFTS.common.Membership module
- pyFTS.common.SortedCollection module
- pyFTS.common.Util module
- pyFTS.common.flrg module
- pyFTS.common.fts module
- pyFTS.common.tree module
- pyFTS.common.transformations package
- Module contents
- Submodules
- pyFTS.common.transformations.adapativeexpectation module
- pyFTS.common.transformations.boxcox module
- pyFTS.common.transformations.differential module
- pyFTS.common.transformations.normalization module
- pyFTS.common.transformations.roi module
- pyFTS.common.transformations.scale module
- pyFTS.common.transformations.smoothing module
- pyFTS.common.transformations.som module
- pyFTS.common.transformations.transformation module
- pyFTS.common.transformations.trend module
- pyFTS.data package
- Module contents
- Submodules
- pyFTS.data.common module
- Datasets
- Artificial and synthetic data generators
- AirPassengers dataset
- Bitcoin dataset
- DowJones dataset
- Enrollments dataset
- Ethereum dataset
- EUR-GBP dataset
- EUR-USD dataset
- GBP-USD dataset
- INMET dataset
- Malaysia dataset
- NASDAQ module
- SONDA dataset
- S&P 500 dataset
- TAIEX dataset
- Henon chaotic time series
- Logistic_map chaotic time series
- Lorentz chaotic time series
- Mackey-Glass chaotic time series
- Rossler chaotic time series
- Sunspots dataset
- pyFTS.distributed package
- pyFTS.hyperparam package
- pyFTS.models package
- Module contents
- Subpackages
- pyFTS.models.ensemble package
- pyFTS.models.incremental package
- pyFTS.models.multivariate package
- Module contents
- Submodules
- pyFTS.models.multivariate.FLR module
- pyFTS.models.multivariate.common module
- pyFTS.models.multivariate.variable module
- pyFTS.models.multivariate.flrg module
- pyFTS.models.multivariate.partitioner module
- pyFTS.models.multivariate.grid module
- pyFTS.models.multivariate.mvfts module
- pyFTS.models.multivariate.wmvfts module
- pyFTS.models.multivariate.cmvfts module
- pyFTS.models.multivariate.granular module
- pyFTS.models.nonstationary package
- Submodules
- pyFTS.models.nonstationary.common module
- pyFTS.models.nonstationary.cvfts module
- pyFTS.models.nonstationary.flrg module
- pyFTS.models.nonstationary.honsfts module
- pyFTS.models.nonstationary.nsfts module
- pyFTS.models.nonstationary.partitioners module
- pyFTS.models.nonstationary.perturbation module
- pyFTS.models.nonstationary.util module
- Module contents
- pyFTS.models.seasonal package
- Submodules
- pyFTS.models.song module
- pyFTS.models.chen module
- pyFTS.models.yu module
- pyFTS.models.cheng module
- pyFTS.models.hofts module
- pyFTS.models.hwang module
- pyFTS.models.ifts module
- pyFTS.models.ismailefendi module
- pyFTS.models.pwfts module
- pyFTS.models.sadaei module
- pyFTS.partitioners package
- Module contents
- Submodules
- pyFTS.partitioners.partitioner module
- pyFTS.partitioners.Class module
- pyFTS.partitioners.CMeans module
- pyFTS.partitioners.Entropy module
- pyFTS.partitioners.FCM module
- pyFTS.partitioners.Grid module
- pyFTS.partitioners.Huarng module
- pyFTS.partitioners.Singleton module
- pyFTS.partitioners.Simple module
- pyFTS.partitioners.SubClust module
- pyFTS.partitioners.Util module
- pyFTS.partitioners.parallel_util module
- pyFTS.probabilistic package
Submodules¶
pyFTS.conf module¶
Module contents¶
pyFTS - A Python library for Fuzzy Time Series models
