How can I use "loss" to determine how my model is doing?
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
Can any of this libraries be used to solve machine learning problems? What are the differences between them?
Linear vs ReLU activation
It seems ReLU is often used as an activation function in neural networks? But could not quite understand w...
Tensorflow nightly
What is tensorflow nightly?
What is text normalization?
I am learning natural language processing (NLP). Recently I encountered the term "text normalization". Can...
Do I need to rewrite project in Tensorflow 2?
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
Hi! Help me please to clarify it. Why we can not use square error as cost function for logistic regression...
Neural network using JavaScript
Hi everybody! I am a professional web developer. My primary programming language is JavaScript. I use JS a...
Bidirectional sequence models
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
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?
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?
Speaking about real-life implementation, can the single-layer neural network work as good as RNN?
Classification based on the taxonomy
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?
When researching which algorithm to use in the text classification I stumbled upon usage of DNNClassifier....
Should I migrate to TensorFlow 2.0?
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
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?
My current project includes training the deep neural network for natural text processing. I want to be abl...
Image normalization in Keras
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?
While working with data preprocessing before modelling few questions rose in my head. Is it possible that ...
AI tools for food recognition
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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