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When it is not found, a full rebuild will be done. -config: 41ff467374509b0e2dd07723961f02a2 +config: b63d11eac6819505a39e742f563e774b tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/docs/build/html/_modules/index.html b/docs/build/html/_modules/index.html index 6f71b2c..22f4daa 100644 --- a/docs/build/html/_modules/index.html +++ b/docs/build/html/_modules/index.html @@ -2,10 +2,10 @@ - + - - - - - - - + + + + + + + - +
@@ -78,7 +61,6 @@
  • pyFTS.benchmarks.Util
  • pyFTS.benchmarks.arima
  • pyFTS.benchmarks.benchmarks
    • -
  • pyFTS.benchmarks.gaussianproc
  • pyFTS.benchmarks.knn
  • pyFTS.benchmarks.naive
  • pyFTS.benchmarks.quantreg
    • @@ -114,7 +96,9 @@
  • pyFTS.data.mackey_glass
  • pyFTS.data.rossler
  • pyFTS.data.sunspots
    • -
  • pyFTS.distributed.spark
    • +
  • pyFTS.distributed.dispy
    • +
  • pyFTS.hyperparam.Evolutionary
    • +
  • pyFTS.hyperparam.GridSearch
  • pyFTS.hyperparam.Util
  • pyFTS.models.chen
  • pyFTS.models.cheng
    • @@ -169,9 +153,24 @@
  • pyFTS.probabilistic.kde
    • +
    +
    \ No newline at end of file diff --git a/docs/build/html/_sources/index.rst.txt b/docs/build/html/_sources/index.rst.txt index e609f0c..14dc21a 100644 --- a/docs/build/html/_sources/index.rst.txt +++ b/docs/build/html/_sources/index.rst.txt @@ -10,7 +10,6 @@ pyFTS - Fuzzy Time Series for Python What is pyFTS Library? ---------------------- -.. image:: https://badges.frapsoft.com/os/v2/open-source.png?v=103 .. image:: https://img.shields.io/badge/License-GPLv3-blue.svg .. image:: https://img.shields.io/badge/Made%20with-Python-1f425f.svg diff --git a/docs/build/html/_sources/quickstart.rst.txt b/docs/build/html/_sources/quickstart.rst.txt index 0f76c6b..b2e7ea7 100644 --- a/docs/build/html/_sources/quickstart.rst.txt +++ b/docs/build/html/_sources/quickstart.rst.txt @@ -51,14 +51,12 @@ There is nothing better than good code examples to start. `Then check out the de A Google Colab example can also be found `here `_. -References ----------- +A short tutorial on Fuzzy Time Series +------------------------------------- + +Part I: `Introduction to the Fuzzy Logic, Fuzzy Time Series and the pyFTS library `_. + +Part II: `High order, weighted and multivariate methods and a case study of solar energy forecasting. `_. + +Part III: `Interval and probabilistic forecasting, non-stationary time series, concept drifts and time variant models. `_. -1. Q. Song and B. S. Chissom, “Fuzzy time series and its models,” Fuzzy Sets Syst., vol. 54, no. 3, pp. 269–277, 1993. -2. S.-M. Chen, “Forecasting enrollments based on fuzzy time series,” Fuzzy Sets Syst., vol. 81, no. 3, pp. 311–319, 1996. -3. C. H. Cheng, R. J. Chang, and C. A. Yeh, “Entropy-based and trapezoidal fuzzification-based fuzzy time series approach for forecasting IT project cost”. Technol. Forecast. Social Change, vol. 73, no. 5, pp. 524–542, Jun. 2006. -4. 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. -5. H.-K. Yu, “Weighted fuzzy time series models for TAIEX forecasting”. Phys. A Stat. Mech. its Appl., vol. 349, no. 3, pp. 609–624, 2005. -6. R. Efendi, Z. Ismail, and M. M. Deris, “Improved weight Fuzzy Time Series as used in the exchange rates forecasting of US Dollar to Ringgit Malaysia,” Int. J. Comput. Intell. Appl., vol. 12, no. 1, p. 1350005, 2013. -7. H. J. Sadaei, R. Enayatifar, A. H. Abdullah, and A. Gani, “Short-term load forecasting using a hybrid model with a refined exponentially weighted fuzzy time series and an improved harmony search,” Int. J. Electr. Power Energy Syst., vol. 62, no. from 2005, pp. 118–129, 2014. -8. C.-H. Cheng, Y.-S. Chen, and Y.-L. Wu, “Forecasting innovation diffusion of products using trend-weighted fuzzy time-series model,” Expert Syst. Appl., vol. 36, no. 2, pp. 1826–1832, 2009. diff --git a/docs/build/html/_static/basic.css b/docs/build/html/_static/basic.css index 19ced10..295d6da 100644 --- a/docs/build/html/_static/basic.css +++ b/docs/build/html/_static/basic.css @@ -4,7 +4,7 @@ * * Sphinx stylesheet -- basic theme. * - * :copyright: Copyright 2007-2018 by the Sphinx team, see AUTHORS. + * :copyright: Copyright 2007-2020 by the Sphinx team, see AUTHORS. * :license: BSD, see LICENSE for details. * */ @@ -15,6 +15,12 @@ div.clearer { clear: both; } +div.section::after { + display: block; + content: ''; + clear: left; +} + /* -- relbar ---------------------------------------------------------------- */ div.related { @@ -49,7 +55,7 @@ div.sphinxsidebarwrapper { div.sphinxsidebar { float: left; - width: 230px; + width: 210px; margin-left: -100%; font-size: 90%; word-wrap: break-word; @@ -81,6 +87,10 @@ div.sphinxsidebar input { font-size: 1em; } +div.sphinxsidebar #searchbox form.search { + overflow: hidden; +} + div.sphinxsidebar #searchbox input[type="text"] { float: left; width: 80%; @@ -227,6 +237,16 @@ a.headerlink { visibility: hidden; } +a.brackets:before, +span.brackets > a:before{ + content: "["; +} + +a.brackets:after, +span.brackets > a:after { + content: "]"; +} + h1:hover > a.headerlink, h2:hover > a.headerlink, h3:hover > a.headerlink, @@ -275,6 +295,12 @@ img.align-center, .figure.align-center, object.align-center { margin-right: auto; } +img.align-default, .figure.align-default { + display: block; + margin-left: auto; + margin-right: auto; +} + .align-left { text-align: left; } @@ -283,6 +309,10 @@ img.align-center, .figure.align-center, object.align-center { text-align: center; } +.align-default { + text-align: center; +} + .align-right { text-align: right; } @@ -292,21 +322,27 @@ img.align-center, .figure.align-center, object.align-center { div.sidebar { margin: 0 0 0.5em 1em; border: 1px solid #ddb; - padding: 7px 7px 0 7px; + padding: 7px; background-color: #ffe; width: 40%; float: right; + clear: right; + overflow-x: auto; } p.sidebar-title { font-weight: bold; } +div.admonition, div.topic, blockquote { + clear: left; +} + /* -- topics ---------------------------------------------------------------- */ div.topic { border: 1px solid #ccc; - padding: 7px 7px 0 7px; + padding: 7px; margin: 10px 0 10px 0; } @@ -328,10 +364,6 @@ div.admonition dt { font-weight: bold; } -div.admonition dl { - margin-bottom: 0; -} - p.admonition-title { margin: 0px 10px 5px 0px; font-weight: bold; @@ -342,9 +374,28 @@ div.body p.centered { margin-top: 25px; } +/* -- content of sidebars/topics/admonitions -------------------------------- */ + +div.sidebar > :last-child, +div.topic > :last-child, +div.admonition > :last-child { + margin-bottom: 0; +} + +div.sidebar::after, +div.topic::after, +div.admonition::after, +blockquote::after { + display: block; + content: ''; + clear: both; +} + /* -- tables ---------------------------------------------------------------- */ table.docutils { + margin-top: 10px; + margin-bottom: 10px; border: 0; border-collapse: collapse; } @@ -354,6 +405,11 @@ table.align-center { margin-right: auto; } +table.align-default { + margin-left: auto; + margin-right: auto; +} + table caption span.caption-number { font-style: italic; } @@ -387,6 +443,16 @@ table.citation td { border-bottom: none; } +th > :first-child, +td > :first-child { + margin-top: 0px; +} + +th > :last-child, +td > :last-child { + margin-bottom: 0px; +} + /* -- figures --------------------------------------------------------------- */ div.figure { @@ -427,6 +493,17 @@ table.field-list td, table.field-list th { hyphens: manual; } +/* -- hlist styles ---------------------------------------------------------- */ + +table.hlist { + margin: 1em 0; +} + +table.hlist td { + vertical-align: top; +} + + /* -- other body styles ----------------------------------------------------- */ ol.arabic { @@ -449,11 +526,78 @@ ol.upperroman { list-style: upper-roman; } +:not(li) > ol > li:first-child > :first-child, +:not(li) > ul > li:first-child > :first-child { + margin-top: 0px; +} + +:not(li) > ol > li:last-child > :last-child, +:not(li) > ul > li:last-child > :last-child { + margin-bottom: 0px; +} + +ol.simple ol p, +ol.simple ul p, +ul.simple ol p, +ul.simple ul p { + margin-top: 0; +} + +ol.simple > li:not(:first-child) > p, +ul.simple > li:not(:first-child) > p { + margin-top: 0; +} + +ol.simple p, +ul.simple p { + margin-bottom: 0; +} + +dl.footnote > dt, +dl.citation > dt { + float: left; + margin-right: 0.5em; +} + +dl.footnote > dd, +dl.citation > dd { + margin-bottom: 0em; +} + +dl.footnote > dd:after, +dl.citation > dd:after { + content: ""; + clear: both; +} + +dl.field-list { + display: grid; + grid-template-columns: fit-content(30%) auto; +} + +dl.field-list > dt { + font-weight: bold; + word-break: break-word; + padding-left: 0.5em; + padding-right: 5px; +} + +dl.field-list > dt:after { + content: ":"; +} + +dl.field-list > dd { + padding-left: 0.5em; + margin-top: 0em; + margin-left: 0em; + margin-bottom: 0em; +} + dl { margin-bottom: 15px; } -dd p { +dd > :first-child { margin-top: 0px; } @@ -467,6 +611,11 @@ dd { margin-left: 30px; } +dl > dd:last-child, +dl > dd:last-child > :last-child { + margin-bottom: 0; +} + dt:target, span.highlighted { background-color: #fbe54e; } @@ -526,6 +675,12 @@ dl.glossary dt { font-style: oblique; } +.classifier:before { + font-style: normal; + margin: 0.5em; + content: ":"; +} + abbr, acronym { border-bottom: dotted 1px; cursor: help; @@ -538,6 +693,10 @@ pre { overflow-y: hidden; /* fixes display issues on Chrome browsers */ } +pre, div[class|="highlight"] { + clear: both; +} + span.pre { -moz-hyphens: none; -ms-hyphens: none; @@ -545,22 +704,57 @@ span.pre { hyphens: none; } +div[class^="highlight-"] { + margin: 1em 0; +} + td.linenos pre { - padding: 5px 0px; border: 0; background-color: transparent; color: #aaa; } table.highlighttable { - margin-left: 0.5em; + display: block; +} + +table.highlighttable tbody { + display: block; +} + +table.highlighttable tr { + display: flex; } table.highlighttable td { - padding: 0 0.5em 0 0.5em; + margin: 0; + padding: 0; +} + +table.highlighttable td.linenos { + padding-right: 0.5em; +} + +table.highlighttable td.code { + flex: 1; + overflow: hidden; +} + +.highlight .hll { + display: block; +} + +div.highlight pre, +table.highlighttable pre { + margin: 0; +} + +div.code-block-caption + div { + margin-top: 0; } div.code-block-caption { + margin-top: 1em; padding: 2px 5px; font-size: small; } @@ -569,8 +763,9 @@ div.code-block-caption code { background-color: transparent; } -div.code-block-caption + div > div.highlight > pre { - margin-top: 0; +table.highlighttable td.linenos, +div.doctest > div.highlight span.gp { /* gp: Generic.Prompt */ + user-select: none; } div.code-block-caption span.caption-number { @@ -582,11 +777,7 @@ div.code-block-caption span.caption-text { } div.literal-block-wrapper { - padding: 1em 1em 0; -} - -div.literal-block-wrapper div.highlight { - margin: 0; + margin: 1em 0; } code.descname { @@ -637,8 +828,7 @@ span.eqno { } span.eqno a.headerlink { - position: relative; - left: 0px; + position: absolute; z-index: 1; } diff --git a/docs/build/html/_static/bizstyle.css b/docs/build/html/_static/bizstyle.css index 0464a74..def9ced 100644 --- a/docs/build/html/_static/bizstyle.css +++ b/docs/build/html/_static/bizstyle.css @@ -39,6 +39,11 @@ div.document { -webkit-box-shadow: 2px 2px 5px #000; } +div.documentwrapper { + float: left; + width: 100%; +} + div.bodywrapper { margin: 0 0 0 240px; border-left: 1px solid #ccc; @@ -48,6 +53,9 @@ div.body { margin: 0; padding: 0.5em 20px 20px 20px; } +div.bodywrapper { + margin: 0 0 0 calc(210px + 30px); +} div.related { font-size: 1em; @@ -94,7 +102,6 @@ div.sphinxsidebarwrapper { } div.sphinxsidebar { - margin: 0; padding: 0.5em 12px 12px 12px; width: 210px; font-size: 1em; @@ -400,6 +407,15 @@ p.versionchanged span.versionmodified { background-color: #DCE6A0; } +dl.field-list > dt { + color: white; + background-color: #82A0BE; +} + +dl.field-list > dd { + background-color: #f7f7f7; +} + /* -- table styles ---------------------------------------------------------- */ table.docutils { diff --git a/docs/build/html/_static/doctools.js b/docs/build/html/_static/doctools.js index 0c15c00..daccd20 100644 --- a/docs/build/html/_static/doctools.js +++ b/docs/build/html/_static/doctools.js @@ -4,7 +4,7 @@ * * Sphinx JavaScript utilities for all documentation. * - * :copyright: Copyright 2007-2018 by the Sphinx team, see AUTHORS. + * :copyright: Copyright 2007-2020 by the Sphinx team, see AUTHORS. * :license: BSD, see LICENSE for details. * */ @@ -70,7 +70,9 @@ jQuery.fn.highlightText = function(text, className) { if (node.nodeType === 3) { var val = node.nodeValue; var pos = val.toLowerCase().indexOf(text); - if (pos >= 0 && !jQuery(node.parentNode).hasClass(className)) { + if (pos >= 0 && + !jQuery(node.parentNode).hasClass(className) && + !jQuery(node.parentNode).hasClass("nohighlight")) { var span; var isInSVG = jQuery(node).closest("body, svg, foreignObject").is("svg"); if (isInSVG) { @@ -85,14 +87,13 @@ jQuery.fn.highlightText = function(text, className) { node.nextSibling)); node.nodeValue = val.substr(0, pos); if (isInSVG) { - var bbox = span.getBBox(); var rect = document.createElementNS("http://www.w3.org/2000/svg", "rect"); - rect.x.baseVal.value = bbox.x; + var bbox = node.parentElement.getBBox(); + rect.x.baseVal.value = bbox.x; rect.y.baseVal.value = bbox.y; rect.width.baseVal.value = bbox.width; rect.height.baseVal.value = bbox.height; rect.setAttribute('class', className); - var parentOfText = node.parentNode.parentNode; addItems.push({ "parent": node.parentNode, "target": rect}); @@ -148,7 +149,9 @@ var Documentation = { this.fixFirefoxAnchorBug(); this.highlightSearchWords(); this.initIndexTable(); - + if (DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) { + 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    @@ -109,9 +91,23 @@
  • AdaptiveExpectation (class in pyFTS.common.Transformations)
  • add_new_PWFLGR() (pyFTS.models.pwfts.ProbabilisticWeightedFTS method) +
    • +
  • alias (pyFTS.models.multivariate.variable.Variable attribute)
  • AllMethodEnsembleFTS (class in pyFTS.models.ensemble.ensemble)
    • +
  • alpha (pyFTS.common.FuzzySet.FuzzySet attribute) + +
    • +
  • alpha_cut (pyFTS.common.fts.FTS attribute) + +
  • analytic_tabular_dataframe() (in module pyFTS.benchmarks.Util)
  • analytical_data_columns() (in module pyFTS.benchmarks.Util) @@ -234,6 +230,12 @@
  • around() (pyFTS.common.SortedCollection.SortedCollection method)
    • +
  • auto_update (pyFTS.common.fts.FTS attribute) + +
  • averageloglikelihood() (pyFTS.probabilistic.ProbabilityDistribution.ProbabilityDistribution method)
    • @@ -244,11 +246,21 @@ @@ -319,6 +331,8 @@
  • cast_dataframe_to_synthetic_point() (in module pyFTS.benchmarks.Util)
  • cast_dataframe_to_synthetic_probabilistic() (in module pyFTS.benchmarks.Util) +
    • +
  • centroid (pyFTS.common.FuzzySet.FuzzySet attribute)
  • change_target_variable() (pyFTS.models.multivariate.partitioner.MultivariatePartitioner method)
    • @@ -352,6 +366,8 @@
  • (pyFTS.models.multivariate.mvfts.MVFTS method)
    • +
  • cluster_method() (in module pyFTS.hyperparam.GridSearch) +
  • ClusteredMVFTS (class in pyFTS.models.multivariate.cmvfts)
  • CMeansPartitioner (class in pyFTS.partitioners.CMeans) @@ -362,15 +378,17 @@
  • common_process_probabilistic_jobs() (in module pyFTS.benchmarks.benchmarks)
    • + + -
    • compareModelsPlot() (in module pyFTS.benchmarks.benchmarks)
    • compareModelsTable() (in module pyFTS.benchmarks.benchmarks) +
      • +
    • components (pyFTS.data.artificial.SignalEmulator attribute)
    • conditional_perturbation_factors() (pyFTS.models.nonstationary.nsfts.NonStationaryFTS method)
      • @@ -407,14 +425,10 @@
    • create_benchmark_tables() (in module pyFTS.benchmarks.Util)
    • create_hyperparam_tables() (in module pyFTS.hyperparam.Util) -
      • -
    • create_multivariate_model() (in module pyFTS.distributed.spark) -
      • -
    • create_spark_conf() (in module pyFTS.distributed.spark) -
      • -
    • create_univariate_model() (in module pyFTS.distributed.spark)
    • crossentropy() (pyFTS.probabilistic.ProbabilityDistribution.ProbabilityDistribution method) +
      • +
    • crossover() (in module pyFTS.hyperparam.Evolutionary)
    • crps() (in module pyFTS.benchmarks.Measures)
      • @@ -428,9 +442,17 @@

      D

      • density() (pyFTS.probabilistic.ProbabilityDistribution.ProbabilityDistribution method) +
        • +
      • detail (pyFTS.common.fts.FTS attribute) +
        • +
      • dict_individual() (in module pyFTS.hyperparam.GridSearch)
      • Differential (class in pyFTS.common.Transformations)
        • @@ -458,9 +484,11 @@
      • distributed_model_train_test_time() (in module pyFTS.benchmarks.benchmarks)
        • -
      • distributed_predict() (in module pyFTS.distributed.spark) +
      • distributed_predict() (in module pyFTS.distributed.dispy)
        • -
      • distributed_train() (in module pyFTS.distributed.spark) +
      • distributed_train() (in module pyFTS.distributed.dispy) +
        • +
      • double_tournament() (in module pyFTS.hyperparam.Evolutionary)
      • draw_sets_on_axis() (in module pyFTS.common.Util)
        • @@ -470,6 +498,8 @@

        E

        - +
        -
      • get_variables() (in module pyFTS.distributed.spark) -
      • getChildren() (pyFTS.common.tree.FLRGTreeNode method)
      • getStr() (pyFTS.common.tree.FLRGTreeNode method) -
        • -
      • GPR (class in pyFTS.benchmarks.gaussianproc)
      • grant_bounds() (in module pyFTS.common.FuzzySet)
        • @@ -1208,7 +1250,17 @@

        H

        + -
        + +
      • is_clustered (pyFTS.common.fts.FTS attribute) +
        • +
      • is_high_order (pyFTS.common.fts.FTS attribute) +
        • +
      • is_multivariate (pyFTS.common.fts.FTS attribute) +
        • +
      • is_time_variant (pyFTS.common.fts.FTS attribute) +
        • +
      • is_wrapper (pyFTS.common.fts.FTS attribute) +
        		•

        K

        - +
        -
        @@ -1456,14 +1853,20 @@

        P

      • Partitioner (class in pyFTS.partitioners.partitioner)
        • +
      • partitioner (pyFTS.common.fts.FTS attribute) + +
        • +
      • partitioner_method (pyFTS.models.ensemble.ensemble.SimpleEnsembleFTS attribute) + +
        • +
      • partitioner_params (pyFTS.models.incremental.IncrementalEnsemble.IncrementalEnsembleFTS attribute) + +
        • +
      • partitions (pyFTS.models.ensemble.ensemble.SimpleEnsembleFTS attribute) + +
      • paths() (pyFTS.common.tree.FLRGTreeNode method)
      • perform_location() (pyFTS.models.nonstationary.common.FuzzySet method) @@ -1487,6 +1918,8 @@
      • persist_env() (in module pyFTS.common.Util)
      • persist_obj() (in module pyFTS.common.Util) +
        • +
      • persist_statistics() (in module pyFTS.hyperparam.Evolutionary)
      • perturbate_parameters() (pyFTS.models.nonstationary.common.FuzzySet method)
        • @@ -1495,6 +1928,8 @@
      • perturbation_factors__old() (pyFTS.models.nonstationary.cvfts.ConditionalVarianceFTS method)
      • pftsExploreOrderAndPartitions() (in module pyFTS.benchmarks.benchmarks) +
        • +
      • phenotype() (in module pyFTS.hyperparam.Evolutionary)
      • pinball() (in module pyFTS.benchmarks.Measures)
        • @@ -1563,6 +1998,8 @@
      • point_expected_value() (pyFTS.models.pwfts.ProbabilisticWeightedFTS method)
      • point_heuristic() (pyFTS.models.pwfts.ProbabilisticWeightedFTS method) +
        • +
      • point_method (pyFTS.models.ensemble.ensemble.EnsembleFTS attribute)
      • point_to_interval() (pyFTS.benchmarks.quantreg.QuantileRegression method)
        • @@ -1575,6 +2012,8 @@
      • post_hoc_tests() (in module pyFTS.benchmarks.Tests)
      • predict() (pyFTS.common.fts.FTS method) +
        • +
      • prefix (pyFTS.partitioners.partitioner.Partitioner attribute)
      • print_distribution_statistics() (in module pyFTS.benchmarks.benchmarks)
        • @@ -1597,10 +2036,14 @@
      • process_common_data() (in module pyFTS.benchmarks.Util)
      • process_common_data2() (in module pyFTS.benchmarks.Util) +
        • +
      • process_experiment() (in module pyFTS.hyperparam.Evolutionary)
      • process_interval_jobs() (in module pyFTS.benchmarks.benchmarks)
      • process_interval_jobs2() (in module pyFTS.benchmarks.benchmarks) +
        • +
      • process_jobs() (in module pyFTS.hyperparam.GridSearch)
      • process_point_jobs() (in module pyFTS.benchmarks.benchmarks)
        • @@ -1622,230 +2065,792 @@
      • pwflrg_lhs_memberhip_fuzzyfied() (pyFTS.models.pwfts.ProbabilisticWeightedFTS method)
        • -
      • pyFTS (module) +
      • + pyFTS + +
        • +
      • + pyFTS.benchmarks + +
        • +
      • + pyFTS.benchmarks.arima + +
        • +
      • + pyFTS.benchmarks.benchmarks + +
        • +
      • + pyFTS.benchmarks.BSTS + +
        • +
      • + pyFTS.benchmarks.knn + +
        • +
      • + pyFTS.benchmarks.Measures + +
        • +
      • + pyFTS.benchmarks.naive + +
        • +
      • + pyFTS.benchmarks.quantreg + +
        • +
      • + pyFTS.benchmarks.ResidualAnalysis + +
        • +
      • + pyFTS.benchmarks.Tests + +
        • +
      • + pyFTS.benchmarks.Util + +
        • +
      • + pyFTS.common + +
        • +
      • + pyFTS.common.Composite + +
        • +
      • + pyFTS.common.FLR + +
        • +
      • + pyFTS.common.flrg + +
        • +
      • + pyFTS.common.fts + +
        • +
      • + pyFTS.common.FuzzySet + +
        • +
      • + pyFTS.common.Membership + +
        • +
      • + pyFTS.common.SortedCollection + +
        • +
      • + pyFTS.common.Transformations + +
        • +
      • + pyFTS.common.tree + +
        • +
      • + pyFTS.common.Util + +
        • +
      • + pyFTS.conf + +
        • +
      • + pyFTS.data + +
        • +
      • + pyFTS.data.AirPassengers + +
        • +
      • + pyFTS.data.artificial + +
        • +
      • + pyFTS.data.Bitcoin + +
        • +
      • + pyFTS.data.common + +
        • +
      • + pyFTS.data.DowJones + +
        • +
      • + pyFTS.data.Enrollments + +
        • +
      • + pyFTS.data.Ethereum + +
        • @@ -1866,6 +2871,8 @@

        R

        +
      • season (pyFTS.models.seasonal.partitioner.TimeGridPartitioner attribute) +
      • SeasonalEnsembleFTS (class in pyFTS.models.ensemble.multiseasonal)
      • SeasonalFLRG (class in pyFTS.models.seasonal.sfts) @@ -1947,6 +2962,8 @@
      • SeasonalFTS (class in pyFTS.models.seasonal.sfts)
      • SeasonalIndexer (class in pyFTS.models.seasonal.SeasonalIndexer) +
        • +
      • second (pyFTS.models.seasonal.common.DateTime attribute)
      • second_of_day (pyFTS.models.seasonal.common.DateTime attribute)
        • @@ -1977,18 +2994,24 @@
      • set_target_variable() (pyFTS.models.multivariate.common.MultivariateFuzzySet method)
      • set_transformations() (pyFTS.models.ensemble.ensemble.AllMethodEnsembleFTS method) -
        • -
      • share_parameters() (in module pyFTS.distributed.spark)
        • @@ -2163,14 +3200,20 @@
      • unified_scaled_probabilistic() (in module pyFTS.benchmarks.Util)
      • uniquefilename() (in module pyFTS.common.Util) +
        • +
      • unpack_args() (pyFTS.models.nonstationary.flrg.NonStationaryFLRG method)
        • white_noise() (in module pyFTS.data.artificial) +
          • +
        • width (pyFTS.models.nonstationary.common.FuzzySet attribute) +
          • +
        • width_params (pyFTS.models.nonstationary.common.FuzzySet attribute)
        • window_index() (in module pyFTS.models.nonstationary.common)
          • +
        • window_length (pyFTS.models.incremental.IncrementalEnsemble.IncrementalEnsembleFTS attribute) + +
        • winkler_mean() (in module pyFTS.benchmarks.Measures)
        • winkler_score() (in module pyFTS.benchmarks.Measures) @@ -2255,6 +3314,10 @@

          Z

          +
          \ No newline at end of file diff --git a/docs/build/html/index.html b/docs/build/html/index.html index 72bd6e4..5568c99 100644 --- a/docs/build/html/index.html +++ b/docs/build/html/index.html @@ -2,10 +2,10 @@ - + - - - - - - - + + + + + + + - +
          @@ -98,7 +61,6 @@

          pyFTS - Fuzzy Time Series for Python

          What is pyFTS Library?

          -https://badges.frapsoft.com/os/v2/open-source.png?v=103 https://img.shields.io/badge/License-GPLv3-blue.svghttps://img.shields.io/badge/Made%20with-Python-1f425f.svg