What is text normalization?
I am learning natural language processing (NLP). Recently I encountered the term "text normalization". Can...
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 ...
Parameters tuning
I am a beginner in GridSearch and need your help. I participate in Kaggle competition Home Credit. My know...
Faces in masks recognition
In relation to the COVID-19 pandemic, I'm interested if it is possible to recognize the faces of people wh...
Automated Machine Learning
There are several AutoML packages that simplify the machine learning process significantly and produce goo...
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 ...
Face recognition feature
I'm building a web app and for one of its core feature, I need to implement face recognition. Machine lear...
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...
Difference between Keras and tf.Keras
I'm interested in what is the difference between Keras framework for neural networks creation and the tf.k...
Visualizing natural language with neural nets
I am curious, how would AI generate a vizualization of a story? For example, we take a part of a tale or a...
Chess algorithm for weak CPU
Hi forum! I am looking for a simple chess algorithm that will work on my 256MHz Intel CPU. I heard that M...
LiDAR object detection
I'm trying to learn object detection along with LiDAR technology, and I've found dataset repo http://opent...
How to choose the right algorithm?
I have finished building a pipeline for my DS project (binary classification). Results after running the p...
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