ValueError: n_components must be < n_features; got 50 >= 47

[SS159]

Hi there,

I'm using the Corpus Topic Model function in LitStudy and have been given a Value Error 'n_components must be < n_features; got 50 >= 47'

Any idea why this might be?

Thanks in advance,

S

[stijnh]

You seem to have hit a bug!

For now, you can work around this by doing litstudy.plot_embedding(corpus, topic_model, layout=litstudy.nlp.calculate_embedding(corpus, svd_dims=45))

[SS159]

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…

________________________________ From: Stijn ***@***.***> Sent: 27 November 2023 11:14 To: NLeSC/litstudy ***@***.***> Cc: Stevenson, Samuel A ***@***.***>; Author ***@***.***> Subject: Re: [NLeSC/litstudy] ValueError: n_components must be < n_features; got 50 >= 47 (Issue #65) This email from ***@***.*** originates from outside Imperial. Do not click on links and attachments unless you recognise the sender. If you trust the sender, add them to your safe senders list<https://spam.ic.ac.uk/SpamConsole/Senders.aspx> to disable email stamping for this address. You seem to have hit a bug! For now, you can work around this by doing litstudy.plot_embedding(corpus, topic_model, layout=litstudy.nlp.calculate_embedding(corpus, svd_dims=45)) — Reply to this email directly, view it on GitHub<#65 (comment)>, or unsubscribe<https://github.com/notifications/unsubscribe-auth/AONMFT6MI5XFQJK7MM2IP2DYGRY2VAVCNFSM6AAAAAA73ZZUY2VHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMYTQMRXGYZTCMRZGQ>. You are receiving this because you authored the thread.Message ID: ***@***.***>