Merge upstream fork

mljs · Dec 1, 2016 · 62f8f30 · 62f8f30
2 parents 45bbd8a + f9df52a
commit 62f8f30
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Showing 2 changed files with 5 additions and 6 deletions.
diff --git a/src/feedforwardNeuralNetwork.js b/src/feedforwardNeuralNetwork.js
@@ -39,7 +39,7 @@ class FeedforwardNeuralNetwork {
         layerOptions = layerOptions || new Array(layersSize.length-1);
 
         // output layer must be a sigmoid to give probabilities
-        layerOptions.push({nonLinearity:'sigmoid'})
+        layerOptions.push({nonLinearity: 'sigmoid'})
 
         if(layerOptions.length !== layersSize.length){
             throw Error('Must have the same number of layer options as layer size');

diff --git a/src/layer.js b/src/layer.js
@@ -137,7 +137,7 @@ function sigmoidGradient(value) {
  * @returns {number}
 **/
 
-function tanh(value){
+function tanh(value) {
     return Math.tanh(value);
 }
 
@@ -149,8 +149,9 @@ function tanh(value){
  * @returns {number}
 **/
 
-function tanhGradient(value){
-    return 1-Math.pow(value, 2);
+
+function tanhGradient(value) {
+    return 1 - Math.pow(value, 2);
 }
 
 /**
@@ -180,8 +181,6 @@ function reluGradient(value) {
     } else {
         return 1;
     }
-}
-
 
 /**
  * Function that caclulates the leaky rectified linear unit (leaky RELU)