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Data Science : Recent Questions and Answers (Page 100)

Find answers to your questions about Data Science or help others by answering their Data Science questions.

Is there a way to get gini index values for every node in rpart model?

df <- tibble(x=factor(c("A", "B")), y=factor(c(1, 0)))model <- rpart(formula=y~., data=df, method="class", control=rpart.control(minsplit=2))Here model would have 1 parent and two child nodes. How to get gini index values for these nodes...

Asked on 06/20/2021 by Malyada N

1 answer

Replacing dataloader samples in training pytorch

Initially, a data loader is created with certain samples. While training I need to replace a sample which is in dataloader. How to replace it in to dataloader.train_dataloader...

Asked on 06/20/2021

1 answer

What are the different ways to feature engineer webpage data for input into a webpage classification model?

Looking for resources on the different ways that one can manipulate webpage data to input as features into a neural net. I'm aware of a service called diffbot that claims...

Asked on 06/20/2021 by mkerrig

0 answer

Extracting structure and content from invoices

Lately, I have been largely inspired by this https://rossum.ai/, which is able to extract text from invoice documents. Do you have any ideas on how this...

Asked on 06/20/2021 by Don Draper

1 answer

What is learnt by a model having multiple LSTM layers, each getting a slice of the same input data?

I came across the following architecture: - Generation of training and testing data# Some pre-processing of ASCII data# Essentially, given 512 previous letters (X) predict the next letter (Y)X...

Asked on 06/20/2021 by snowflakebladerunner

0 answer

Speech Dataset for Spanish ASR

We are building ASR system for native spanish language. We are looking for the spanish speech datasets to train our model. If anyone can provide the links/sources of spanish speech...

Asked on 06/20/2021 by Dhiraj Bhalerao

1 answer

Alternatives with better GPU than Google Colab Pro

I am currently running/training MAchine learning models that are very GPU expensive, Google Colab Pro is not giving me enough GPU/RAM Is there any alternatives with better GPU and...

Asked on 06/20/2021 by The Dan

2 answer

DQL for detecting next move in games

I am trying to understand using DQL for playing board games and how we can do function approximation of the...

Asked on 06/20/2021 by user117272

0 answer

How can collaborative filtering be extended to include more features?

Looking at the following: https://realpython.com/build-recommendation-engine-collaborative-filtering/#using-python-to-build-recommenders I can see that userID, itemID, rating are the standard features used in a collaborative filtering model. However, my question is how...

Asked on 06/20/2021 by Nick Smith

1 answer

Pattern detection in sequence of users behaviour for clustering

I need to detect variable-size patterns in a set of fixed-size strings, where each string represents a sequence of activity of a group of users. As an example, i...

Asked on 06/19/2021 by Mara

0 answer

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