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[Feature] Rule Based Model (#92)

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Fixes #89

Co-authored-by: Tim Lorsbach <tim@lorsba.ch>
Reviewed-on: enviPath/enviPy#92
This commit is contained in:
jebus
2025-09-09 19:32:12 +12:00
parent 1a6608287d
commit 5477b5b3d4
10 changed files with 560 additions and 185 deletions
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133
templates/modals/collections/new_model_modal.html
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@ -32,11 +32,11 @@
<option value="{{ v }}">{{ k }}</option>
{% endfor %}
</select>
<!-- ML Based Form-->
<div id="ml-relative-reasoning-specific-form">
<!-- ML and Rule Based Based Form-->
<div id="package-based-relative-reasoning-specific-form">
<!-- Rule Packages -->
<label for="ml-relative-reasoning-rule-packages">Rule Packages</label>
<select id="ml-relative-reasoning-rule-packages" name="ml-relative-reasoning-rule-packages"
<label for="package-based-relative-reasoning-rule-packages">Rule Packages</label>
<select id="package-based-relative-reasoning-rule-packages" name="package-based-relative-reasoning-rule-packages"
data-actions-box='true' class="form-control" multiple data-width='100%'>
<option disabled>Reviewed Packages</option>
{% for obj in meta.readable_packages %}
@ -53,8 +53,8 @@
{% endfor %}
</select>
<!-- Data Packages -->
<label for="ml-relative-reasoning-data-packages" >Data Packages</label>
<select id="ml-relative-reasoning-data-packages" name="ml-relative-reasoning-data-packages"
<label for="package-based-relative-reasoning-data-packages" >Data Packages</label>
<select id="package-based-relative-reasoning-data-packages" name="package-based-relative-reasoning-data-packages"
data-actions-box='true' class="form-control" multiple data-width='100%'>
<option disabled>Reviewed Packages</option>
{% for obj in meta.readable_packages %}
@ -71,71 +71,54 @@
{% endfor %}
</select>
<!-- Fingerprinter -->
<label for="ml-relative-reasoning-fingerprinter">Fingerprinter</label>
<select id="ml-relative-reasoning-fingerprinter" name="ml-relative-reasoning-fingerprinter"
class="form-control">
<option value="MACCS" selected>MACCS Fingerprinter</option>
</select>
{% if meta.enabled_features.PLUGINS and additional_descriptors %}
<!-- Property Plugins go here -->
<label for="ml-relative-reasoning-additional-fingerprinter">Additional Fingerprinter / Descriptors</label>
<select id="ml-relative-reasoning-additional-fingerprinter" name="ml-relative-reasoning-additional-fingerprinter" class="form-control">
<option disabled selected>Select Additional Fingerprinter / Descriptor</option>
{% for k, v in additional_descriptors.items %}
<option value="{{ v }}">{{ k }}</option>
{% endfor %}
</select>
{% endif %}
<label for="ml-relative-reasoning-threshold">Threshold</label>
<input type="number" min="0" max="1" step="0.05" value="0.5"
id="ml-relative-reasoning-threshold"
name="ml-relative-reasoning-threshold" class="form-control">
<!-- Evaluation -->
<label for="ml-relative-reasoning-evaluation-packages">Evaluation Packages</label>
<select id="ml-relative-reasoning-evaluation-packages" name="ml-relative-reasoning-evaluation-packages"
data-actions-box='true' class="form-control" multiple data-width='100%'>
<option disabled>Reviewed Packages</option>
{% for obj in meta.readable_packages %}
{% if obj.reviewed %}
<option value="{{ obj.url }}">{{ obj.name }}</option>
<div id="ml-relative-reasoning-specific-form">
<!-- Fingerprinter -->
<label for="ml-relative-reasoning-fingerprinter">Fingerprinter</label>
<select id="ml-relative-reasoning-fingerprinter" name="ml-relative-reasoning-fingerprinter"
class="form-control">
<option value="MACCS" selected>MACCS Fingerprinter</option>
</select>
{% if meta.enabled_features.PLUGINS and additional_descriptors %}
<!-- Property Plugins go here -->
<label for="ml-relative-reasoning-additional-fingerprinter">Additional Fingerprinter /
Descriptors</label>
<select id="ml-relative-reasoning-additional-fingerprinter"
name="ml-relative-reasoning-additional-fingerprinter" class="form-control">
<option disabled selected>Select Additional Fingerprinter / Descriptor</option>
{% for k, v in additional_descriptors.items %}
<option value="{{ v }}">{{ k }}</option>
{% endfor %}
</select>
{% endif %}
{% endfor %}
<option disabled>Unreviewed Packages</option>
{% for obj in meta.readable_packages %}
{% if not obj.reviewed %}
<option value="{{ obj.url }}">{{ obj.name }}</option>
{% endif %}
{% endfor %}
</select>
<label for="ml-relative-reasoning-threshold">Threshold</label>
<input type="number" min="0" max="1" step="0.05" value="0.5"
id="ml-relative-reasoning-threshold"
name="ml-relative-reasoning-threshold" class="form-control">
</div>
{% if meta.enabled_features.APPLICABILITY_DOMAIN %}
<!-- Build AD? -->
<div class="checkbox">
<label>
<input type="checkbox" id="build-app-domain" name="build-app-domain">Also build an Applicability Domain?
<input type="checkbox" id="build-app-domain" name="build-app-domain">Also build an
Applicability Domain?
</label>
</div>
<!-- Num Neighbors -->
<label for="num-neighbors">Number of Neighbors</label>
<input id="num-neighbors" name="num-neighbors" type="number" class="form-control" value="5"
step="1" min="0" max="10">
<!-- Local Compatibility -->
<label for="local-compatibility-threshold">Local Compatibility Threshold</label>
<input id="local-compatibility-threshold" name="local-compatibility-threshold" type="number"
class="form-control" value="0.5" step="0.01" min="0" max="1">
<!-- Reliability -->
<label for="reliability-threshold">Reliability Threshold</label>
<input id="reliability-threshold" name="reliability-threshold" type="number"
class="form-control" value="0.5" step="0.01" min="0" max="1">
<div id="ad-params" style="display:none">
<!-- Num Neighbors -->
<label for="num-neighbors">Number of Neighbors</label>
<input id="num-neighbors" name="num-neighbors" type="number" class="form-control" value="5"
step="1" min="0" max="10">
<!-- Local Compatibility -->
<label for="local-compatibility-threshold">Local Compatibility Threshold</label>
<input id="local-compatibility-threshold" name="local-compatibility-threshold" type="number"
class="form-control" value="0.5" step="0.01" min="0" max="1">
<!-- Reliability -->
<label for="reliability-threshold">Reliability Threshold</label>
<input id="reliability-threshold" name="reliability-threshold" type="number"
class="form-control" value="0.5" step="0.01" min="0" max="1">
</div>
{% endif %}
</div>
<!-- Rule Based Based Form-->
<div id="rule-based-relative-reasoning-specific-form">
</div>
<!-- EnviFormer-->
<div id="enviformer-specific-form">
@ -160,20 +143,38 @@ $(function() {
$(this).hide();
});
$("#ml-relative-reasoning-rule-packages").selectpicker();
$("#ml-relative-reasoning-data-packages").selectpicker();
$("#ml-relative-reasoning-evaluation-packages").selectpicker();
$('#model-type').selectpicker();
$("#ml-relative-reasoning-fingerprinter").selectpicker();
$("#package-based-relative-reasoning-rule-packages").selectpicker();
$("#package-based-relative-reasoning-data-packages").selectpicker();
$("#package-based-relative-reasoning-evaluation-packages").selectpicker();
if ($('#ml-relative-reasoning-additional-fingerprinter').length > 0) {
$("#ml-relative-reasoning-additional-fingerprinter").selectpicker();
}
$("#build-app-domain").change(function () {
if ($(this).is(":checked")) {
$('#ad-params').show();
} else {
$('#ad-params').hide();
}
});
// On change hide all and show only selected
$("#model-type").change(function() {
$("div[id$='-specific-form']").each( function() {
$(this).hide();
});
val = $('option:selected', this).val();
$("#" + val + "-specific-form").show();
if (val === 'ml-relative-reasoning' || val === 'rule-based-relative-reasoning') {
$("#package-based-relative-reasoning-specific-form").show();
if (val === 'ml-relative-reasoning') {
$("#ml-relative-reasoning-specific-form").show();
}
} else {
$("#" + val + "-specific-form").show();
}
});
$('#new_model_modal_form_submit').on('click', function(e){