Questions tagged [structured-data]

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

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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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27 views

Deep learning techniques with time-fixed, time-dependent and imaging data

I have a question about the use of deep learning techniques with time-fixed features and images (setting 1) and time-dependent features (setting 2). (I am pretty new to the deep learning world so ...
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What are the best datasets available for music information retrieval?

I am interested in doing some work in classification problems in music information retrieval. I know that there are some formats of datasets (such as MIDI, Spectrogram, Piano-roll, MusicXML, etc.) for ...
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2answers
49 views

Is text preprocessing really all that necessary for NLP?

As a first step in many NLP courses, we learn about text preprocessing. The steps include lemmatization, removal of rare words, correcting typos etc. But I am not so sure about the actual ...
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1answer
67 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
29 views

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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2answers
4k 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 ...
5
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1answer
459 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 ...
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2answers
165 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 ...
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61 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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315 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 ...