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  • pyFTS.partitioners.FCM
  • pyFTS.partitioners.Grid
  • pyFTS.partitioners.Huarng
  • +
  • pyFTS.partitioners.Singleton
  • pyFTS.partitioners.Util
  • pyFTS.partitioners.parallel_util
  • pyFTS.partitioners.partitioner
  • diff --git a/docs/build/html/_sources/pyFTS.partitioners.rst.txt b/docs/build/html/_sources/pyFTS.partitioners.rst.txt index 9060474..76fbf18 100644 --- a/docs/build/html/_sources/pyFTS.partitioners.rst.txt +++ b/docs/build/html/_sources/pyFTS.partitioners.rst.txt @@ -20,6 +20,30 @@ pyFTS.partitioners.partitioner module :undoc-members: :show-inheritance: +pyFTS.partitioners.CMeans module +-------------------------------- + +.. automodule:: pyFTS.partitioners.CMeans + :members: + :undoc-members: + :show-inheritance: + +pyFTS.partitioners.Entropy module +--------------------------------- + +.. automodule:: pyFTS.partitioners.Entropy + :members: + :undoc-members: + :show-inheritance: + +pyFTS.partitioners.FCM module +----------------------------- + +.. automodule:: pyFTS.partitioners.FCM + :members: + :undoc-members: + :show-inheritance: + pyFTS.partitioners.Grid module ------------------------------ @@ -36,29 +60,14 @@ pyFTS.partitioners.Huarng module :undoc-members: :show-inheritance: -pyFTS.partitioners.Entropy module ---------------------------------- - -.. automodule:: pyFTS.partitioners.Entropy - :members: - :undoc-members: - :show-inheritance: - -pyFTS.partitioners.CMeans module +pyFTS.partitioners.Singleton module -------------------------------- -.. automodule:: pyFTS.partitioners.CMeans +.. automodule:: pyFTS.partitioners.Singleton :members: :undoc-members: :show-inheritance: -pyFTS.partitioners.FCM module ------------------------------ - -.. automodule:: pyFTS.partitioners.FCM - :members: - :undoc-members: - :show-inheritance: pyFTS.partitioners.Util module ------------------------------ diff --git a/docs/build/html/genindex.html b/docs/build/html/genindex.html index a1f0e91..726eea5 100644 --- a/docs/build/html/genindex.html +++ b/docs/build/html/genindex.html @@ -249,6 +249,8 @@
  • (pyFTS.partitioners.Grid.GridPartitioner method)
  • (pyFTS.partitioners.Huarng.HuarngPartitioner method) +
  • +
  • (pyFTS.partitioners.Singleton.SingletonPartitioner method)
  • (pyFTS.partitioners.partitioner.Partitioner method)
  • @@ -1544,6 +1546,8 @@
  • pyFTS.partitioners.parallel_util (module)
  • pyFTS.partitioners.partitioner (module) +
  • +
  • pyFTS.partitioners.Singleton (module)
  • pyFTS.partitioners.Util (module)
  • @@ -1692,6 +1696,8 @@
  • single_plot_residuals() (in module pyFTS.benchmarks.ResidualAnalysis)
  • singleton() (in module pyFTS.common.Membership) +
  • +
  • SingletonPartitioner (class in pyFTS.partitioners.Singleton)
  • sliding_window() (in module pyFTS.common.Util)
  • diff --git a/docs/build/html/objects.inv b/docs/build/html/objects.inv index 0481bb4767bf80d8f8f548c98f57cf75eba34f74..d5cb636b98da828a1ee3f749a3c942a85c4da5fc 100644 GIT binary patch delta 691 zcmV;k0!;n8E72>kD-(a-F@8*FKKeXwYsMQ^`xj33=fUoU@MHYs_163wj5$Z2=&5IT zIemjS!XM2cYah(XL*c7g=8EAYp-EWa6l0I)p*-hT@c`B~j)>#!6GV46p8}f&j{4OD z*lc@b%{ZA4cxREJdz5e>i>Gbd1#M)f4n>z?1??6dC}<(C6TnM)v~eT_pLd1 zJld!DGnM41qr_vvo@l~OLR>lfdp6lgdK5LoZWzUf@MnJI5|5-%s;>vOKLBio;=|TlHrEO*1B0q^G@a*SOxq&lbpr}3Oy<+TEyZFJ$&Xi2al>(?@aP@Mz8Kpg@~Os zpJIwKYt)?JA5?Oh>{21}6DybXz%#=UUU0(5?ST4Z|LuPfJ$L1pqrm+2PZMz6-*ndOdY=9LS2>RgrOUJo*-l*lJFOw@kY zN#9M;M^%4kF$S1w&twNtpW5gpw@0=HiOr|oq~*b`Uc&N`^)PAYQFiZ>(d2r{p=fGe zwK~PAe=r2LX-CPum(Nep2XE87nR$Wzm`eX$n^Q8w>n?BR-q<-N)LZ~ErP13YbTe^z zNRQlGPaR+fO9(e(n-coK-pay|IOqUwMpq;%=FcmFMNhg|WZp%!pLSc<@8;8+o%#3| Zom&~5`fa@YtW2>hzke_q{{D=s delta 669 zcmV;O0%HBqE4wSOD-(bIF@ETHYn~0p93fBitSh{nxxoGJM{~Z|2Xpc~^lFy5T{lT+ z5*9ec*yDL9&-n!`fVGVy;`sRl(cR6bz$Uh@Z{5dc+tXUc$$Y>&@pbnU@$kWbv(ofS z37pZ*=gODB_^Klc*H_JEk{-&%2oD9KZ8r7ktGxSf{qQ7Wj}(7GO22#ZY^?k1em~X! z^?vivo_PLvc`DWudrtGB(;Z48X;lkFW5w@VbM9oYPw{6e$x#PL$Amr6gq?)Aa`yLZ zvXk^EYKGk~iVxw>{K_RBNug9H62GEyk)}nWJFsVZUE!E=HGX%3Pf>O_P+1;S48`Fv z(XIM3fTkIfEYg3|-nVO9Z{lZ*$G<&lKNU%`C(%8%*1j%}v|4(&o*DL?TG#K^ zre=j66%{RF@rE8gbCH2Z)vI?V`8lIkcc((c&YDj#MVU2fPVf&ZIZbw{5c!FfD_Y>0 z;Rr7{VdQo|eX{@dh@QJ`%TZwd=A#L??r+OuIx3IQC+OZtOvuU)rC= zA~HYf{K87yyt}bG?{4e{`s!^%It;scIBQGzFWPBFq_Xq7`iqivUwU6DS~{BQ%2pqB zgv%1@{-(@w$29Y{0X=oD%5tv^g|HE$W6;?zGF0^78s3H*+tm9208pzL?VJ?T@*cxHqFm?yaW|u!ALpo3ZEdePC~8VMrWw z05_v65*71j!J;Q!EHdw++E2T!>v!|%&CY!Mi_R6Tj86SFUVc`l*p=Tu7>)k|`!`qr D8|7z1 diff --git a/docs/build/html/py-modindex.html b/docs/build/html/py-modindex.html index e865311..088a41d 100644 --- a/docs/build/html/py-modindex.html +++ b/docs/build/html/py-modindex.html @@ -514,6 +514,11 @@     pyFTS.partitioners.partitioner + + +     + pyFTS.partitioners.Singleton +     diff --git a/docs/build/html/pyFTS.html b/docs/build/html/pyFTS.html index 03719c9..d97c476 100644 --- a/docs/build/html/pyFTS.html +++ b/docs/build/html/pyFTS.html @@ -216,11 +216,12 @@
  • Module contents
  • Submodules
  • pyFTS.partitioners.partitioner module
  • +
  • pyFTS.partitioners.CMeans module
  • +
  • pyFTS.partitioners.Entropy module
  • +
  • pyFTS.partitioners.FCM module
  • pyFTS.partitioners.Grid module
  • pyFTS.partitioners.Huarng module
  • -
  • pyFTS.partitioners.Entropy module
  • -
  • pyFTS.partitioners.CMeans module
  • -
  • pyFTS.partitioners.FCM module
  • +
  • pyFTS.partitioners.Singleton module
  • pyFTS.partitioners.Util module
  • pyFTS.partitioners.parallel_util module
  • diff --git a/docs/build/html/pyFTS.partitioners.html b/docs/build/html/pyFTS.partitioners.html index 15bfe77..b4f8ed5 100644 --- a/docs/build/html/pyFTS.partitioners.html +++ b/docs/build/html/pyFTS.partitioners.html @@ -55,11 +55,12 @@
  • Module contents
  • Submodules
  • pyFTS.partitioners.partitioner module
  • +
  • pyFTS.partitioners.CMeans module
  • +
  • pyFTS.partitioners.Entropy module
  • +
  • pyFTS.partitioners.FCM module
  • pyFTS.partitioners.Grid module
  • pyFTS.partitioners.Huarng module
  • -
  • pyFTS.partitioners.Entropy module
  • -
  • pyFTS.partitioners.CMeans module
  • -
  • pyFTS.partitioners.FCM module
  • +
  • pyFTS.partitioners.Singleton module
  • pyFTS.partitioners.Util module
  • pyFTS.partitioners.parallel_util module
  • @@ -198,17 +199,15 @@ -
    -

    pyFTS.partitioners.Grid module

    -

    Even Length Grid Partitioner

    +
    +

    pyFTS.partitioners.CMeans module

    -
    -class pyFTS.partitioners.Grid.GridPartitioner(**kwargs)[source]
    +
    +class pyFTS.partitioners.CMeans.CMeansPartitioner(**kwargs)[source]

    Bases: pyFTS.partitioners.partitioner.Partitioner

    -

    Even Length Grid Partitioner

    -
    -build(data)[source]
    +
    +build(data)[source]

    Perform the partitioning of the Universe of Discourse

    @@ -224,33 +223,15 @@ - -
    -

    pyFTS.partitioners.Huarng module

    -

    K. H. Huarng, “Effective lengths of intervals to improve forecasting in fuzzy time series,” -Fuzzy Sets Syst., vol. 123, no. 3, pp. 387–394, Nov. 2001.

    -
    -
    -class pyFTS.partitioners.Huarng.HuarngPartitioner(**kwargs)[source]
    -

    Bases: pyFTS.partitioners.partitioner.Partitioner

    -

    Huarng Empirical Partitioner

    -
    -
    -build(data)[source]
    -

    Perform the partitioning of the Universe of Discourse

    -
    --- - - - - - -
    Parameters:data – training data
    Returns:
    -
    +
    +
    +pyFTS.partitioners.CMeans.c_means(k, dados, tam)[source]
    +
    -
    +
    +
    +pyFTS.partitioners.CMeans.distance(x, y)[source]
    +
    @@ -310,41 +291,6 @@ Technol. Forecast. Social Change, vol. 73, no. 5, pp. 524–542, Jun. 2006.

    pyFTS.partitioners.Entropy.splitBelow(data, threshold)[source]
    -
    -
    -

    pyFTS.partitioners.CMeans module

    -
    -
    -class pyFTS.partitioners.CMeans.CMeansPartitioner(**kwargs)[source]
    -

    Bases: pyFTS.partitioners.partitioner.Partitioner

    -
    -
    -build(data)[source]
    -

    Perform the partitioning of the Universe of Discourse

    - --- - - - - - -
    Parameters:data – training data
    Returns:
    -
    - -
    - -
    -
    -pyFTS.partitioners.CMeans.c_means(k, dados, tam)[source]
    -
    - -
    -
    -pyFTS.partitioners.CMeans.distance(x, y)[source]
    -
    -

    pyFTS.partitioners.FCM module

    @@ -387,6 +333,88 @@ Comput. Math. Appl., vol. 56, no. 12, pp. 3052–3063, Dec. 2008. DOI: 10.1016/j pyFTS.partitioners.FCM.membership(val, vals)[source]
    +
    +
    +

    pyFTS.partitioners.Grid module

    +

    Even Length Grid Partitioner

    +
    +
    +class pyFTS.partitioners.Grid.GridPartitioner(**kwargs)[source]
    +

    Bases: pyFTS.partitioners.partitioner.Partitioner

    +

    Even Length Grid Partitioner

    +
    +
    +build(data)[source]
    +

    Perform the partitioning of the Universe of Discourse

    + +++ + + + + + +
    Parameters:data – training data
    Returns:
    +
    + +
    + +
    +
    +

    pyFTS.partitioners.Huarng module

    +

    K. H. Huarng, “Effective lengths of intervals to improve forecasting in fuzzy time series,” +Fuzzy Sets Syst., vol. 123, no. 3, pp. 387–394, Nov. 2001.

    +
    +
    +class pyFTS.partitioners.Huarng.HuarngPartitioner(**kwargs)[source]
    +

    Bases: pyFTS.partitioners.partitioner.Partitioner

    +

    Huarng Empirical Partitioner

    +
    +
    +build(data)[source]
    +

    Perform the partitioning of the Universe of Discourse

    + +++ + + + + + +
    Parameters:data – training data
    Returns:
    +
    + +
    + +
    +
    +

    pyFTS.partitioners.Singleton module

    +

    Even Length Grid Partitioner

    +
    +
    +class pyFTS.partitioners.Singleton.SingletonPartitioner(**kwargs)[source]
    +

    Bases: pyFTS.partitioners.partitioner.Partitioner

    +

    Singleton Partitioner

    +
    +
    +build(data)[source]
    +

    Perform the partitioning of the Universe of Discourse

    + +++ + + + + + +
    Parameters:data – training data
    Returns:
    +
    + +
    +

    pyFTS.partitioners.Util module

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Start"],titleterms:{FTS:13,airpasseng:5,arima:3,artifici:5,benchmark:3,bitcoin:5,chaotic:5,chen:6,cheng:6,cmean:11,cmsft:10,common:[4,5,8,9,10],composit:4,conf:2,content:[2,3,4,5,6,7,8,9,10,11,12],cvft:9,data:5,dataset:5,dowjon:5,enrol:5,ensembl:7,entropi:11,ethereum:5,eur:5,exampl:13,fcm:11,flr:[4,8],flrg:[4,8,9],fts:4,fuzzi:[0,13],fuzzyset:4,gbp:5,glass:5,grid:11,henon:5,hoft:6,honsft:9,how:[0,13],huarng:11,hwang:6,ift:6,index:0,inmet:5,instal:13,ismailefendi:6,kde:12,knn:3,librari:0,logistic_map:5,lorentz:5,mackei:5,measur:3,membership:4,model:[6,7,8,9,10],modul:[2,3,4,5,6,7,8,9,10,11,12],msft:10,multiseason:7,multivari:8,mvft:8,naiv:3,nasdaq:5,nonstationari:9,nsft:9,packag:[2,3,4,5,6,7,8,9,10,11,12],parallel_util:11,partition:[9,10,11],perturb:9,probabilist:12,probabilitydistribut:12,pwft:6,pyft:[0,1,2,3,4,5,6,7,8,9,10,11,12,13],pyftsa:[],python:0,quantreg:3,quick:13,refer:[0,13],residualanalysi:3,rossler:5,sadaei:6,season:10,seasonalindex:10,seri:[0,5,13],sft:10,singleton:11,sonda:5,song:6,sortedcollect:4,start:13,submodul:[2,3,4,5,6,7,8,9,10,11,12],subpackag:[2,6],sunspot:5,taiex:5,time:[0,5,13],transform:4,tree:4,usag:13,usd:5,util:[3,4,9,11],variabl:8,what:[0,13]}}) \ No newline at end of file diff --git a/docs/pyFTS.partitioners.rst b/docs/pyFTS.partitioners.rst index 9060474..76fbf18 100644 --- a/docs/pyFTS.partitioners.rst +++ b/docs/pyFTS.partitioners.rst @@ -20,6 +20,30 @@ pyFTS.partitioners.partitioner module :undoc-members: :show-inheritance: +pyFTS.partitioners.CMeans module +-------------------------------- + +.. automodule:: pyFTS.partitioners.CMeans + :members: + :undoc-members: + :show-inheritance: + +pyFTS.partitioners.Entropy module +--------------------------------- + +.. automodule:: pyFTS.partitioners.Entropy + :members: + :undoc-members: + :show-inheritance: + +pyFTS.partitioners.FCM module +----------------------------- + +.. automodule:: pyFTS.partitioners.FCM + :members: + :undoc-members: + :show-inheritance: + pyFTS.partitioners.Grid module ------------------------------ @@ -36,29 +60,14 @@ pyFTS.partitioners.Huarng module :undoc-members: :show-inheritance: -pyFTS.partitioners.Entropy module ---------------------------------- - -.. automodule:: pyFTS.partitioners.Entropy - :members: - :undoc-members: - :show-inheritance: - -pyFTS.partitioners.CMeans module +pyFTS.partitioners.Singleton module -------------------------------- -.. automodule:: pyFTS.partitioners.CMeans +.. automodule:: pyFTS.partitioners.Singleton :members: :undoc-members: :show-inheritance: -pyFTS.partitioners.FCM module ------------------------------ - -.. automodule:: pyFTS.partitioners.FCM - :members: - :undoc-members: - :show-inheritance: pyFTS.partitioners.Util module ------------------------------

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