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Showing posts with the label Deep Learning

Hinge Loss Function Gradient W.r.t. Input Prediction

For an assignment I have to implement both the Hinge loss and its partial derivative calculation fu… Read more Hinge Loss Function Gradient W.r.t. Input Prediction

Tensorflow: What Are The Input Nodes For Tf.estimator Models

I trained a Wide & Deep model using the pre-made Estimator class (DNNLinearCombinedClassifier),… Read more Tensorflow: What Are The Input Nodes For Tf.estimator Models

Lstm Network On Pre Trained Word Embedding Gensim

I am new to deep learning. I am trying to make very basic LSTM network on word embedding feature. I… Read more Lstm Network On Pre Trained Word Embedding Gensim

Tensorflow Word2vec Error

I downloaded source code of word2vec in github below. https://github.com/tensorflow/models/blob/mas… Read more Tensorflow Word2vec Error

Keras Load Model Error Trying To Load A Weight File Containing 17 Layers Into A Model With 0 Layers

I am currently working on vgg16 model with keras. I fine tune vgg model with some of my layer. Afte… Read more Keras Load Model Error Trying To Load A Weight File Containing 17 Layers Into A Model With 0 Layers

Grid Search Fit Not Accepting List Of Tensors

I have a siamese network and I want to perform a grid seach on it using GridSearchCV. So I create a… Read more Grid Search Fit Not Accepting List Of Tensors

Predicting Future Values In A Multivariate Time Forecasting Lstm Model

I am confused on how to predict future results with a time series multivariate LSTM model. I am try… Read more Predicting Future Values In A Multivariate Time Forecasting Lstm Model

Binary Classification With Softmax Activation Always Outputs 1

Sorry for the quality of the question but a beginner here , I was just trying my luck with titanic … Read more Binary Classification With Softmax Activation Always Outputs 1