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Showing posts with the label Neural Network

Modify Layer Parameters In Keras

I am interested in updating existing layer parameters in Keras (not removing a layer and inserting … Read more Modify Layer Parameters In Keras

Keras' Sequential Vs Functional Api For Multi-task Learning Neural Network

I would like to design a neural network for a multi-task deep learning task. Within the Keras API w… Read more Keras' Sequential Vs Functional Api For Multi-task Learning Neural Network

Keras: Using The Sum Of The First And Second Derivatives Of A Model As Final Output

Suppose that I created this model using Keras: model = Sequential() model.add(Dense(32, activation=… Read more Keras: Using The Sum Of The First And Second Derivatives Of A Model As Final Output

Using Mtcnn With A Webcam Via Opencv

I wish to be able to use a webcam and utilize MTCNN as the primary facial detector. Just as one can… Read more Using Mtcnn With A Webcam Via Opencv

Keras Python Multi Image Input Shape Error

I am trying to teach myself to build a CNN that takes more than one image as an input. Since the da… Read more Keras Python Multi Image Input Shape Error

Runtime Error With Networkx : Dictionary Changed During Iteration While Running A Neural Gas Script

I am trying to run a neural gas network with an older script that doesn't work well with networ… Read more Runtime Error With Networkx : Dictionary Changed During Iteration While Running A Neural Gas Script

Deriving The Structure Of A Pytorch Network

For my use case, I require to be able to take a pytorch module and interpret the sequence of layers… Read more Deriving The Structure Of A Pytorch Network

Attributeerror: 'list' Object Has No Attribute 't'

I have been trying to implement a neural network in python that uses back propagation and keep gett… Read more Attributeerror: 'list' Object Has No Attribute 't'

Deep Autoencoder In Keras Converting One Dimension To Another I

I am doing an image captioning task using vectors for representing both images and captions. The c… Read more Deep Autoencoder In Keras Converting One Dimension To Another I

Custom Neural Network Implementation On Mnist Using Tensorflow 2.0?

I tried to write a custom implementation of basic neural network with two hidden layers on MNIST da… Read more Custom Neural Network Implementation On Mnist Using Tensorflow 2.0?

How To Classify Both Sentiment And Genres From Movie Reviews Using Cnn Tensorflow

I am trying to classify sentiment on movie review and predict the genres of that movie based on the… Read more How To Classify Both Sentiment And Genres From Movie Reviews Using Cnn Tensorflow

Problems While Using Scikitlearn's Neural Network Implementation

I am trying to implement image processing using Neural Network implementation given by Scikit Learn… Read more Problems While Using Scikitlearn's Neural Network Implementation

Performing 1d Convolution Using 2d Kernel In Keras

I am currently working on a CNN network, in which i want to apply a 2d kernel on a image, but it on… Read more Performing 1d Convolution Using 2d Kernel In Keras

Which Loss Function To Use In Keras Sequential Model

I am using a Keras sequential model, a prediction output is of the shape (1, 5) (5 features). I hav… Read more Which Loss Function To Use In Keras Sequential Model

Dropout Entire Input Layer

Suppose I have two inputs (each with a number of features), that I want to feed into a Dropout laye… Read more Dropout Entire Input Layer

How Implement Batch Norm With Swa In Tensorflow?

I am using Stochastic Weight Averaging (SWA) with Batch Normalization layers in Tensorflow 2.2. For… Read more How Implement Batch Norm With Swa In Tensorflow?

Class_weight For Imbalanced Data - Keras

I am trying to perform binary classification with a highly imbalanced dataset. My target values are… Read more Class_weight For Imbalanced Data - Keras

Make A Custom Loss Function In Keras In Detail

I try to make a custom loss function in Keras. I want to make this loss function The dimension of … Read more Make A Custom Loss Function In Keras In Detail

How To Use Softmax Output In Python For Neural-network And Machine-learning To Interpret Multinomial Logit Model?

It involves the use of softmax function output for machine-learning and neural-network to understan… Read more How To Use Softmax Output In Python For Neural-network And Machine-learning To Interpret Multinomial Logit Model?

Neural Network Sigmoid Function

I'm trying to make a neural network and I have a couple of questions: My sigmoid function is li… Read more Neural Network Sigmoid Function