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Restructure model data and algorithm handling
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examples/estimator/classifier/MLPClassifier/js/basics.ipynb
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sklearn_porter/estimator/classifier/MLPClassifier/templates/js/activation_fn.identity.txt
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sklearn_porter/estimator/classifier/MLPClassifier/templates/js/activation_fn.logistic.txt
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sklearn_porter/estimator/classifier/MLPClassifier/templates/js/activation_fn.relu.txt
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sklearn_porter/estimator/classifier/MLPClassifier/templates/js/activation_fn.tanh.txt
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sklearn_porter/estimator/classifier/MLPClassifier/templates/js/method.binary.txt
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sklearn_porter/estimator/classifier/MLPClassifier/templates/js/method.multi.txt
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Original file line number | Diff line number | Diff line change |
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@@ -1,27 +1,22 @@ | ||
this.{method_name} = function(neurons) {{ | ||
if (neurons.length != {n_features}) return -1; | ||
var network = [neurons].concat(layers); | ||
var network = [neurons].concat(this.layers); | ||
|
||
for (var i = 0; i < network.length - 1; i++) {{ | ||
for (var j = 0; j < network[i + 1].length; j++) {{ | ||
for (var l = 0; l < network[i].length; l++) {{ | ||
network[i + 1][j] += network[i][l] * weights[i][l][j]; | ||
network[i + 1][j] += network[i][l] * this.weights[i][l][j]; | ||
}} | ||
network[i + 1][j] += bias[i][j]; | ||
network[i + 1][j] += this.bias[i][j]; | ||
}} | ||
if ((i + 1) < (network.length - 1)) {{ | ||
network[i + 1] = compAct(network[i + 1]); | ||
network[i + 1] = compute(this.hidden, network[i + 1]); | ||
}} | ||
}} | ||
network[network.length - 1] = compOut(network[network.length - 1]); | ||
network[network.length - 1] = compute(this.output, network[network.length - 1]); | ||
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||
var classIdx = -1, | ||
classVal = Number.NEGATIVE_INFINITY; | ||
var index = 0; | ||
for (var i = 0, l = network[network.length - 1].length; i < l; i++) {{ | ||
if (network[network.length - 1][i] > classVal) {{ | ||
classVal = network[network.length - 1][i]; | ||
classIdx = i; | ||
}} | ||
index = network[network.length - 1][i] > network[network.length - 1][index] ? i : index; | ||
}} | ||
return classIdx; | ||
return index; | ||
}}; |
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