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Showing posts with the label Loss Function
How To Iterate Through Tensors In Custom Loss Function?

How To Iterate Through Tensors In Custom Loss Function?

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I'm using keras with tensorflow backend. My goal is to query the batchsize of the current batch… Read more How To Iterate Through Tensors In Custom Loss Function?
How Can I Predict The Expected Value And The Variance Simultaneously With A Neural Network?

How Can I Predict The Expected Value And The Variance Simultaneously With A Neural Network?

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I'd like to use a neural network to predict a scalar value which is the sum of a function of th… Read more How Can I Predict The Expected Value And The Variance Simultaneously With A Neural Network?
How To Pass The Input Tensor Of A Model To A Loss Function?

How To Pass The Input Tensor Of A Model To A Loss Function?

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My goal is to create a custom loss function that calculates the loss based on y_true, y_pred and th… Read more How To Pass The Input Tensor Of A Model To A Loss Function?
Using Sgd Without Using Sklearn (logloss Increasing With Every Epoch)

Using Sgd Without Using Sklearn (logloss Increasing With Every Epoch)

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def train(X_train,y_train,X_test,y_test,epochs,alpha,eta0): w,b = initialize_weights(X_train[0]… Read more Using Sgd Without Using Sklearn (logloss Increasing With Every Epoch)