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< section id = "pyfts-hyperparam-package" >
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< h1 > pyFTS.hyperparam package< a class = "headerlink" href = "#pyfts-hyperparam-package" title = "Permalink to this headline" > ¶< / a > < / h1 >
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< section id = "module-pyFTS.hyperparam" >
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< span id = "module-contents" > < / span > < h2 > Module contents< a class = "headerlink" href = "#module-pyFTS.hyperparam" title = "Permalink to this headline" > ¶< / a > < / h2 >
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< / section >
< section id = "submodules" >
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< h2 > Submodules< a class = "headerlink" href = "#submodules" title = "Permalink to this headline" > ¶< / a > < / h2 >
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< / section >
< section id = "module-pyFTS.hyperparam.Util" >
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< span id = "pyfts-hyperparam-util-module" > < / span > < h2 > pyFTS.hyperparam.Util module< a class = "headerlink" href = "#module-pyFTS.hyperparam.Util" title = "Permalink to this headline" > ¶< / a > < / h2 >
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< p > Common facilities for hyperparameter optimization< / p >
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< dl class = "py function" >
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< dt class = "sig sig-object py" id = "pyFTS.hyperparam.Util.create_hyperparam_tables" >
< span class = "sig-prename descclassname" > < span class = "pre" > pyFTS.hyperparam.Util.< / span > < / span > < span class = "sig-name descname" > < span class = "pre" > create_hyperparam_tables< / span > < / span > < span class = "sig-paren" > (< / span > < em class = "sig-param" > < span class = "n" > < span class = "pre" > conn< / span > < / span > < / em > < span class = "sig-paren" > )< / span > < a class = "reference internal" href = "_modules/pyFTS/hyperparam/Util.html#create_hyperparam_tables" > < span class = "viewcode-link" > < span class = "pre" > [source]< / span > < / span > < / a > < a class = "headerlink" href = "#pyFTS.hyperparam.Util.create_hyperparam_tables" title = "Permalink to this definition" > ¶< / a > < / dt >
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< dd > < p > Create a sqlite3 table designed to store benchmark results.< / p >
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< dl class = "field-list simple" >
< dt class = "field-odd" > Parameters< / dt >
< dd class = "field-odd" > < p > < strong > conn< / strong > – < / p >
< / dd >
< / dl >
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< / dd > < / dl >
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< dl class = "py function" >
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< dt class = "sig sig-object py" id = "pyFTS.hyperparam.Util.insert_hyperparam" >
< span class = "sig-prename descclassname" > < span class = "pre" > pyFTS.hyperparam.Util.< / span > < / span > < span class = "sig-name descname" > < span class = "pre" > insert_hyperparam< / span > < / span > < span class = "sig-paren" > (< / span > < em class = "sig-param" > < span class = "n" > < span class = "pre" > data< / span > < / span > < / em > , < em class = "sig-param" > < span class = "n" > < span class = "pre" > conn< / span > < / span > < / em > < span class = "sig-paren" > )< / span > < a class = "reference internal" href = "_modules/pyFTS/hyperparam/Util.html#insert_hyperparam" > < span class = "viewcode-link" > < span class = "pre" > [source]< / span > < / span > < / a > < a class = "headerlink" href = "#pyFTS.hyperparam.Util.insert_hyperparam" title = "Permalink to this definition" > ¶< / a > < / dt >
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< dd > < p > Insert benchmark data on database< / p >
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< dl class = "field-list simple" >
< dt class = "field-odd" > Parameters< / dt >
< dd class = "field-odd" > < p > < strong > data< / strong > – < / p >
< / dd >
< / dl >
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< p > Dataset: Identify on which dataset the dataset was performed
Tag: a user defined word that indentify a benchmark set
Model: FTS model
Transformation: The name of data transformation, if one was used
mf: membership function
Order: the order of the FTS method
Partitioner: UoD partitioning scheme
Partitions: Number of partitions
alpha: alpha cut
lags: lags
Measure: accuracy measure
Value: the measure value< / p >
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< dl class = "field-list simple" >
< dt class = "field-odd" > Parameters< / dt >
< dd class = "field-odd" > < p > < strong > conn< / strong > – < / p >
< / dd >
< dt class = "field-even" > Returns< / dt >
< dd class = "field-even" > < p > < / p >
< / dd >
< / dl >
< / dd > < / dl >
< dl class = "py function" >
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< dt class = "sig sig-object py" id = "pyFTS.hyperparam.Util.open_hyperparam_db" >
< span class = "sig-prename descclassname" > < span class = "pre" > pyFTS.hyperparam.Util.< / span > < / span > < span class = "sig-name descname" > < span class = "pre" > open_hyperparam_db< / span > < / span > < span class = "sig-paren" > (< / span > < em class = "sig-param" > < span class = "n" > < span class = "pre" > name< / span > < / span > < / em > < span class = "sig-paren" > )< / span > < a class = "reference internal" href = "_modules/pyFTS/hyperparam/Util.html#open_hyperparam_db" > < span class = "viewcode-link" > < span class = "pre" > [source]< / span > < / span > < / a > < a class = "headerlink" href = "#pyFTS.hyperparam.Util.open_hyperparam_db" title = "Permalink to this definition" > ¶< / a > < / dt >
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< dd > < p > Open a connection with a Sqlite database designed to store benchmark results.< / p >
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< dl class = "field-list simple" >
< dt class = "field-odd" > Parameters< / dt >
< dd class = "field-odd" > < p > < strong > name< / strong > – < / p >
< / dd >
< dt class = "field-even" > Returns< / dt >
< dd class = "field-even" > < p > a sqlite3 database connection< / p >
< / dd >
< / dl >
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< / dd > < / dl >
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< / section >
< section id = "pyfts-hyperparam-gridsearch-module" >
< h2 > pyFTS.hyperparam.GridSearch module< a class = "headerlink" href = "#pyfts-hyperparam-gridsearch-module" title = "Permalink to this headline" > ¶< / a > < / h2 >
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< h2 > pyFTS.hyperparam.Evolutionary module< a class = "headerlink" href = "#pyfts-hyperparam-evolutionary-module" title = "Permalink to this headline" > ¶< / a > < / h2 >
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