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How can I use "loss" to determine how my model is doing?

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When training my model in Keras after each epoch model outputs a values named "loss". I assume it somehow ...

Differences in Keras vs Pytorch vs Scikit-Learn

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Can any of this libraries be used to solve machine learning problems? What are the differences between them?

Linear vs ReLU activation

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It seems ReLU is often used as an activation function in neural networks? But could not quite understand w...

Tensorflow nightly

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What is tensorflow nightly?

What is text normalization?

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I am learning natural language processing (NLP). Recently I encountered the term "text normalization". Can...

Do I need to rewrite project in Tensorflow 2?

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I have an old project that I want to use again. It is written in TensorFlow 1. Do you think I should rewri...

Square error for logistic regression

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Hi! Help me please to clarify it. Why we can not use square error as cost function for logistic regression...

Neural network using JavaScript

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Hi everybody! I am a professional web developer. My primary programming language is JavaScript. I use JS a...

Bidirectional sequence models

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I know about such neural networks as LSTM and GRU, which are good for working with sequence data. But rece...

Dense neural networks for computer vision problems

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I know that convolutional neural networks are used in all areas of modern computer vision. But what is the...

Why traditional RNN isn't working in practice?

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I have heard that traditional recurrent neural networks aren't suitable for use in real life. Other types ...

Can NN achieve the same results as RNN?

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Speaking about real-life implementation, can the single-layer neural network work as good as RNN?

Classification based on the taxonomy

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I need to perform classification of companies according to the defined taxonomy. It has 3 levels. How I c...

How do I use DNNEstimator from tensorflow?

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When researching which algorithm to use in the text classification I stumbled upon usage of DNNClassifier....

Should I migrate to TensorFlow 2.0?

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I heard about new version of TensorFlow and that it is more simple, like 'keras'. But does it lose it term...

Size of training data for neural network

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I have a time series forecasting task. I have heard that LSTM neural networks are one of the best algorith...

How to inspect learned parameters of the layer in Keras?

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My current project includes training the deep neural network for natural text processing. I want to be abl...

Image normalization in Keras

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I'm trying to do image classification with Keras. I have read that it is usually a good idea to normalize ...

What impact cause feature scaling on the model performance?

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While working with data preprocessing before modelling few questions rose in my head. Is it possible that ...

AI tools for food recognition

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I want to build and app for the restaurant that will recognise food on the clients trays. What should I st...

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