Questions tagged [structured-data]

Refers to kinds of data with a high level of organization.

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What data formats/pipelining are best to store and wrangle data which contains both text and float vectors?

Often in NLP project the data points contain both text and float embeddings, and it's very tricky to deal with. CSVs take up a ton of memory and are slow to load. But most the other data formats seem ...
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1answer
62 views

Does IBM Cloud Private for Data run on public clouds like AWS or Azure?

I just started using IBM Cloud Private for Data this week and I wasn't sure if I can use other public clouds to connect with my ICP for data account. So I spoke with an IBM representative and I wanted ...
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1answer
211 views

Building AI from chess - data shape from simulation

Problem My problem is the following: Given 1000 wins, losses, and ties from a chess simulation I am using, what shape should each game be (I.e., sequence of moves leading to win/loss/tie) in order to ...
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1answer
90 views

Python API for publicly available datasets

In my daily machine learning / deep learning workflow, I often want to interact with a dataset in my code. Specifically, I would like to be able to load some module / package which can make sure that ...
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2answers
78 views

Is a binary attribute type the same as binomial attribute type?

I am not sure if I can use the words binomial and binary and boolean as synonyms to describe a data attribute of a data set which has two values (yes or no). Are there any differences in the meaning ...
3
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1answer
109 views

K-means using only certain dataframe columns [closed]

I'm using the k-means algorithm from the scikit-learn library, and the values I want to cluster are in a pandas dataframe with 3 columns: ID ...
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0answers
59 views

Orientation of data set before training simple ANN's

Well, I am new to implementing ANN's and there is something that i want to know. It maybe a bit silly though. I just wanted to know that if we have a simple data set say dependent only on a single ...
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2answers
3k views

Use AI to interpret XML?

My question is more about "is it possible?" and "is this the right approach?" So let me explain what my idea is: I think about a system which gets XML documents in various structures but with ...
4
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2answers
235 views

What techniques can be used to predict future attendance of students for a particular subject lecture session?

I have data of 30 students attendance for a particular subject class for a week. I have quantified the absence and presence with boolean logic 0 and 1. Also, the reason for absence are provided and I ...
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1answer
438 views

How does Wit.ai convert sentences into structured data?

The Wit.ai is a Siri-like voice interface which can can parse messages and predict the actions to perform. Here is the demo site powered by Wit.ai. How does it understand the spoken sentences and ...