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85 lines
5.0 KiB
85 lines
5.0 KiB
{extends "layout_view.tpl"}
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{block name="title"}
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{title}{$title}{/title}
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{/block}
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{block name="content"}
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<form method="post" action="{service controller=ml action=model_args}">
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<input type="hidden" name="class" value="{$class|escape}">
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{foreach $args as $arg}
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<div class="mb-3 row">
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<label class="col-form-label col-sm-4">{$arg.name|escape} ({$arg.arg_type})</label>
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<div class="col-sm-8">
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{if $arg.input_type eq 'text'}
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<input class="form-control" type="text" name="args[{$arg.name|escape}]" value="{$arg.value|escape}" {if $arg.required}required{/if}>
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{elseif $arg.input_type eq 'rubix'}
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{if strstr($arg.arg_type, 'Tokenizers')}
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{assign var="classes" value=$tokenizers}
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{elseif strstr($arg.arg_type, 'Trees')}
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{assign var="classes" value=$trees}
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{elseif strstr($arg.arg_type, 'Kernels')}
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{assign var="classes" value=$kernels}
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{elseif strstr($arg.arg_type, 'NeuralNet\Optimizers')}
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{assign var="classes" value=$neuralnet_optimizers}
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{elseif strstr($arg.arg_type, 'NeuralNet\CostFunctions')}
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{assign var="classes" value=$neuralnet_cost_functions}
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{elseif strstr($arg.arg_type, 'NeuralNet\ActivationFunctions')}
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{assign var="classes" value=$neuralnet_activation_functions}
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{elseif strstr($arg.arg_type, 'NeuralNet\Initializers')}
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{assign var="classes" value=$neuralnet_initializers}
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{elseif strstr($arg.arg_type, 'Learner')}
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{assign var="classes" value=$learners}
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{elseif strstr($arg.arg_type, 'Metrics')}
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{assign var="classes" value=$metrics}
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{else}
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{assign var="classes" value=[]}
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{/if}
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{if $classes.path}
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<select class="form-select ml-class" name="args[{$arg.name|escape}][class]" data-path="{$arg.name|escape}" data-href="{service controller=ml action=model_args}" {if $arg.required}required{/if}>
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<option value=''>Default</option>
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{foreach $classes.classes as $tokenizer}
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<option value="{$classes.path}\{$tokenizer|escape}">{$tokenizer|escape}</option>
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{/foreach}
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</select>
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{elseif $classes}
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<select class="form-select ml-class" name="args[{$arg.name|escape}][class]" data-path="{$arg.name|escape}" data-href="{service controller=ml action=model_args}" {if $arg.required}required{/if}>
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<option value=''>Default</option>
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{foreach $classes as $label => $group}
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<optgroup label="{$label|escape}">
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{foreach $group.classes as $learner}
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<option value="{$group.path|escape}\{$learner|escape}">{$learner|escape}</option>
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{/foreach}
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</optgroup>
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{/foreach}
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</select>
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{else}
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<input class="form-control ml-class" type="text" name="args[{$arg.name|escape}][class]" data-path="{$arg.name|escape}" data-href="{service controller=ml action=model_args}">
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{/if}
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<textarea name="args[{$arg.name|escape}][args]" class="d-none">{$arg.args}</textarea>
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{elseif $arg.input_type eq 'layers'}
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<div class="ml-layers">
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<select class="form-select ml-class" name="args[{$arg.name|escape}][classes][]" data-path="{$arg.name|escape}" data-href="{service controller=ml action=model_args}" {if $arg.required}required{/if}>
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<option value=''>Skip</option>
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{foreach $neuralnet_layers.classes as $layer}
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<option value="{$neuralnet_layers.path}\{$layer|escape}">{$layer|escape}</option>
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{/foreach}
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</select>
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<textarea name="args[{$arg.name|escape}][args][]" class="d-none">{$arg.args}</textarea>
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</div>
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<input type="button" class="btn btn-primary btn-sm ml-add-layer" value="{tr}Add Layer{/tr}">
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{else}
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{tr}Not Supported{/tr}
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{/if}
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</div>
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</div>
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{foreachelse}
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<p>No arguments available.</p>
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{/foreach}
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<div class="mb-3 submit">
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<div class="col-sm-9 offset-sm-3">
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<input type="submit" class="btn btn-primary" value="{tr}Submit{/tr}">
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</div>
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</div>
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</form>
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{/block}
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