pyFTS.models.multivariate package
Submodules
pyFTS.models.multivariate.FLR module
-
class
pyFTS.models.multivariate.FLR.FLR[source]
Bases: object
Multivariate Fuzzy Logical Relationship
-
set_lhs(var, set)[source]
-
set_rhs(set)[source]
pyFTS.models.multivariate.common module
-
pyFTS.models.multivariate.common.fuzzyfy_instance(data_point, var)[source]
pyFTS.models.multivariate.flrg module
-
class
pyFTS.models.multivariate.flrg.FLRG(**kwargs)[source]
Bases: pyFTS.common.flrg.FLRG
Multivariate Fuzzy Logical Rule Group
-
append_rhs(fset, **kwargs)[source]
-
get_membership(data, variables)[source]
Returns the membership value of the FLRG for the input data
| Parameters: |
- data – input data
- sets – fuzzy sets
|
|---|
| Returns: | the membership value
|
|---|
-
set_lhs(var, fset)[source]
pyFTS.models.multivariate.mvfts module
pyFTS.models.multivariate.variable module
Module contents
Multivariate Fuzzy Time Series methods